本文將介紹 zipline 內建的因子。
import pandas as pd
import numpy as np
import os
os.environ['TEJAPI_KEY'] = "your key"
os.environ['TEJAPI_BASE'] = "https://api.tej.com.tw"
os.environ['mdate'] = '20150101 20230702'
os.environ['ticker'] = "2330 IR0001"
!zipline ingest -b tquant
Merging daily equity files:
[2023-12-21 02:25:42.322694] INFO: zipline.data.bundles.core: Ingesting tquant. [2023-12-21 02:25:44.519796] INFO: zipline.data.bundles.core: Ingest tquant successfully.
from zipline.TQresearch.tej_pipeline import run_pipeline
from zipline.pipeline import Pipeline
from zipline.pipeline.data import TWEquityPricing
start_time = pd.Timestamp("2018-02-02", tz="UTC")
end_time = pd.Timestamp("2022-07-02", tz="UTC")
from zipline.pipeline.factors import AverageDollarVolume
def make_pipeline():
return Pipeline(
columns = {
"avg_dollar_volume": AverageDollarVolume(
inputs = [TWEquityPricing.close, TWEquityPricing.volume],
window_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
avg_dollar_volume | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 1.065447e+10 |
Equity(1 [IR0001]) | 4.975421e+13 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 9.914759e+09 |
Equity(1 [IR0001]) | 4.839457e+13 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 9.892107e+09 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 7.144668e+13 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 1.734140e+10 |
Equity(1 [IR0001]) | 7.240678e+13 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 1.809191e+10 |
Equity(1 [IR0001]) | 7.315819e+13 |
2146 rows × 1 columns
布林通道利用統計學概念,創造上、中、下三軌,中軌為 n 日的移動平均線,上下兩軌分別為中軌 $\pm m$ 個標準差。
不推薦以下使用方式。這種方式會產出帶有 tuple 的 DataFrame,在某些 pandas 版本(例如:1.5.3)下會出現ValueError: no types given
的錯誤。
def make_pipeline():
return Pipeline(
columns = {
"bbands": BollingerBands(
inputs = [TWEquityPricing.close],
window_length = 14,
k=1.5
)
}
)
from zipline.pipeline.factors import BollingerBands
def make_pipeline():
upper = BollingerBands(inputs = [TWEquityPricing.close], window_length = 14, k = 1.5).upper
middle = BollingerBands(inputs = [TWEquityPricing.close], window_length = 14, k = 1.5).middle
lower = BollingerBands(inputs = [TWEquityPricing.close], window_length = 14, k = 1.5).lower
return Pipeline(
columns = {
"upper_bound":upper,
"middle":middle,
"lower_bound":lower
}
)
run_pipeline(make_pipeline(), start_time, end_time)
upper_bound | middle | lower_bound | ||
---|---|---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 265.252912 | 253.642857 | 242.032803 |
Equity(1 [IR0001]) | 19279.701951 | 19052.490000 | 18825.278049 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 265.332723 | 255.035714 | 244.738706 |
Equity(1 [IR0001]) | 19268.235679 | 19073.285000 | 18878.334321 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 264.351390 | 255.928571 | 247.505753 |
... | ... | ... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 32611.739151 | 31462.749286 | 30313.759420 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 517.756648 | 501.594794 | 485.432939 |
Equity(1 [IR0001]) | 32256.623293 | 31296.089286 | 30335.555279 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 513.161348 | 497.942184 | 482.723019 |
Equity(1 [IR0001]) | 31978.169241 | 31095.972143 | 30213.775044 |
2146 rows × 3 columns
from zipline.pipeline.factors import DailyReturns
def make_pipeline():
return Pipeline(
columns = {
"Daily Return": DailyReturns(
inputs = [TWEquityPricing.close]
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
Daily Return | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 0.017647 |
Equity(1 [IR0001]) | 0.005086 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 |
Equity(1 [IR0001]) | -0.003049 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | -0.025048 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | -0.005615 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | -0.013065 |
Equity(1 [IR0001]) | -0.009731 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | -0.030550 |
Equity(1 [IR0001]) | -0.025612 |
2146 rows × 1 columns
from zipline.pipeline.factors import SimpleMovingAverage
def make_pipeline():
return Pipeline(
columns = {
"SMA": SimpleMovingAverage(
inputs = [TWEquityPricing.close],
window_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
SMA | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 258.000 |
Equity(1 [IR0001]) | 19131.611 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 258.400 |
Equity(1 [IR0001]) | 19127.393 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 257.550 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 31072.561 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 496.550 |
Equity(1 [IR0001]) | 30962.418 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 493.350 |
Equity(1 [IR0001]) | 30799.546 |
2146 rows × 1 columns
from zipline.pipeline.factors import LinearWeightedMovingAverage
def make_pipeline():
return Pipeline(
columns = {
"LWMA": LinearWeightedMovingAverage(
inputs = [TWEquityPricing.close],
window_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
LWMA | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 257.309091 |
Equity(1 [IR0001]) | 19108.238000 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 257.581818 |
Equity(1 [IR0001]) | 19095.746909 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 256.600000 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 30947.352545 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 494.372727 |
Equity(1 [IR0001]) | 30887.412364 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 490.636364 |
Equity(1 [IR0001]) | 30704.338182 |
2146 rows × 1 columns
from zipline.pipeline.factors import ExponentialWeightedMovingAverage
def make_pipeline():
return Pipeline(
columns = {
"EWMA": ExponentialWeightedMovingAverage(
inputs = [TWEquityPricing.close],
window_length = 10,
decay_rate = 0.1
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
EWMA | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 259.035181 |
Equity(1 [IR0001]) | 19111.308296 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 259.453518 |
Equity(1 [IR0001]) | 19067.749830 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 253.645352 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 31056.864215 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 491.648000 |
Equity(1 [IR0001]) | 30774.287421 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 477.564800 |
Equity(1 [IR0001]) | 30037.387742 |
2146 rows × 1 columns
from zipline.pipeline.factors import ExponentialWeightedMovingStdDev
def make_pipeline():
return Pipeline(
columns = {
"EWMSTD": ExponentialWeightedMovingStdDev(
inputs = [TWEquityPricing.close],
window_length = 10,
decay_rate = 0.1
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
EWMSTD | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 3.307859 |
Equity(1 [IR0001]) | 71.847546 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 1.095966 |
Equity(1 [IR0001]) | 40.935224 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 4.553660 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 152.145031 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 4.637399 |
Equity(1 [IR0001]) | 226.079224 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 11.106583 |
Equity(1 [IR0001]) | 580.480345 |
2146 rows × 1 columns
from zipline.pipeline.factors import Latest
def make_pipeline():
return Pipeline(
columns = {
"Latest": Latest(
inputs = [TWEquityPricing.close]
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
Latest | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 259.50 |
Equity(1 [IR0001]) | 19121.21 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 259.50 |
Equity(1 [IR0001]) | 19062.91 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 253.00 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 31044.99 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 491.00 |
Equity(1 [IR0001]) | 30742.89 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 476.00 |
Equity(1 [IR0001]) | 29955.51 |
2146 rows × 1 columns
from zipline.pipeline.factors import MaxDrawdown
def make_pipeline():
return Pipeline(
columns = {
"MaxDrawdown": MaxDrawdown(
inputs = [TWEquityPricing.close],
window_length = 1
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
MaxDrawdown | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 0.0 |
Equity(1 [IR0001]) | 0.0 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 0.0 |
Equity(1 [IR0001]) | 0.0 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 0.0 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 0.0 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 0.0 |
Equity(1 [IR0001]) | 0.0 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 0.0 |
Equity(1 [IR0001]) | 0.0 |
2146 rows × 1 columns
from zipline.pipeline.factors import Returns
def make_pipeline():
return Pipeline(
columns = {
"Returns": Returns(
inputs = [TWEquityPricing.close],
window_length = 2
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
Returns | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 0.017647 |
Equity(1 [IR0001]) | 0.005086 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 |
Equity(1 [IR0001]) | -0.003049 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | -0.025048 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | -0.005615 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | -0.013065 |
Equity(1 [IR0001]) | -0.009731 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | -0.030550 |
Equity(1 [IR0001]) | -0.025612 |
2146 rows × 1 columns
計算因子或變數之間的滾動皮爾森相關係數。
from zipline.pipeline.factors import RollingPearson
from zipline.pipeline.factors import DailyReturns
from zipline.pipeline.factors import Returns
def make_pipeline():
base_factor = DailyReturns(inputs = [TWEquityPricing.close])
target = Returns(inputs = [TWEquityPricing.close], window_length = 6)
return Pipeline(
columns = {
"RollingPearson": RollingPearson(
base_factor = base_factor,
target = target,
correlation_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
RollingPearson | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 0.396933 |
Equity(1 [IR0001]) | 0.476625 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 0.306692 |
Equity(1 [IR0001]) | 0.412337 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 0.235285 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 0.724798 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 0.450101 |
Equity(1 [IR0001]) | 0.612251 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 0.520262 |
Equity(1 [IR0001]) | 0.519533 |
2146 rows × 1 columns
以一個特定資產為自變數,其餘資產為應變數,進行 OLS 迴歸。會輸出迴歸式的 beta, alpha, r_value, p_value 與 standard error。迴歸式如下:
$$ Return_{i,t} = \beta_{i} \times {Certain Return}_{i,t} + \alpha_{i} $$from zipline.pipeline.factors import RollingLinearRegressionOfReturns
from zipline.pipeline.filters import StaticAssets
from zipline import run_algorithm
from zipline.api import symbol, attach_pipeline, pipeline_output
def make_pipeline():
regressor = RollingLinearRegressionOfReturns(
target = symbol("IR0001"),
returns_length = 2,
regression_length = 14,
)
return Pipeline(
columns = {
"beta": regressor.beta,
"alpha": regressor.alpha,
"r_value": regressor.r_value,
"p_value": regressor.p_value,
"stderr": regressor.stderr
}, screen = ~StaticAssets([symbol("IR0001")])
)
def initialize(context):
my_pipe = attach_pipeline(make_pipeline(), 'my_pipe')
def handle_data(context, data):
pipe = pipeline_output('my_pipe')
print("=" * 100)
print(f"Beta: {pipe.beta}")
print(f"alpha: {pipe.alpha}")
print(f"r_value: {pipe.r_value}")
print(f"p_value: {pipe.p_value}")
print(f"stderr: {pipe.stderr}")
def analyze(context, perf):
pass
results = run_algorithm(
start = start_time,
end = end_time,
initialize = initialize,
capital_base = 1e6,
handle_data = handle_data,
analyze = analyze,
bundle = 'tquant'
)
==================================================================================================== Beta: Equity(0 [2330]) 2.628594 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001886 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911471 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.342465 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.652884 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002775 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914045 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.339837 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.361614 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00435 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923077 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.284059 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.489498 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005201 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.904185 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.203125 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.331859 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002195 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880894 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206582 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.269446 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000377 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.886592 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191188 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.23135 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001303 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893236 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.178912 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.234696 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001534 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.90296 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.169625 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.149199 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001079 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.93429 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.12659 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.151954 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001454 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932109 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.129211 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.186877 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000067 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938333 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.945594e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.12624 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.176821 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000397 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939137 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.430988e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.124271 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.161261 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000032 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.93862 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.758080e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123199 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.157749 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00098 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.934948 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.500134e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.126824 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.135675 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002094 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946007 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.182224e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.112334 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.128316 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001498 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932382 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.126277 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.182984 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000481 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912597 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.152997 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.300328 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000582 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.836645 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000191 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.245753 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.414738 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000272 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.871035 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230317 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.402855 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000423 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.86922 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000054 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230353 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.304814 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000879 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.834031 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000209 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.249168 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.326791 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000607 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.845637 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000139 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.241753 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.779921 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000418 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.895128 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.255902 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.766998 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000393 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8885 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000022 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.263441 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.757213 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000227 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.870703 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000051 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.286523 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.759363 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000058 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.868259 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000056 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.290199 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.782797 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000224 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.872579 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000047 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.288103 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.736704 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000223 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.873457 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000045 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.279469 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.784808 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000225 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859867 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.3059 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.822363 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001108 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94365 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.091083e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184498 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.561338 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002429 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.950292 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.955951e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147678 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.722424 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001545 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94775 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.623569e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167366 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.772809 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001743 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954724 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.127720e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.159467 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.775882 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001604 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95447 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.165593e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.160224 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.900036 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001045 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.963341 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.237641e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.15275 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.849238 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001083 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.956602 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.781197e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.162613 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.8609 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001108 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.956801 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.546711e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.163238 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.840437 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000733 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.958919 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.350380e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.157173 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.764212 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001269 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949579 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.126945e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.168153 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.759045 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001297 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94962 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.116876e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167587 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.779815 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949252 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.209547e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170234 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.795401 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001452 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939398 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.271027e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189147 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.791343 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001495 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.93886 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.604907e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189638 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.000356 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.933561 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2217 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.900151 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001213 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.952672 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.464725e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.175037 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.648581 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00227 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932656 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184087 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.809534 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001362 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923434 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.217083 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.482048 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003297 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927899 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.287894 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.411134 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00242 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915323 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.30624 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.068213 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001358 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828506 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000251 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.403536 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.069573 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001845 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828672 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.403543 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.076364 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001965 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.831366 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000228 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.400665 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.116673 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001615 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.838552 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000179 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.396998 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.086775 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001724 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.850226 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000117 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.372976 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.077719 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002546 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.840737 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000166 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.386269 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.001142 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001495 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.832582 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000219 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.38432 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.053834 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000464 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.834046 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000209 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.392178 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.950113 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001445 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.823764 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000293 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.387434 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.053108 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001284 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.831928 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000224 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.395309 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.089306 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000438 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.835464 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000199 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.396723 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.954579 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001667 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.796515 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000651 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.428302 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.236668 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000624 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.753521 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001858 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.311468 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.094371 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000213 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.685659 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006791 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.33539 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.447099 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001718 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.813518 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000401 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.298621 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.416243 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001427 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.808004 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000472 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.298112 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.489164 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001976 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.807848 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000474 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.313635 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.53482 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002804 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.792033 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000734 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.341503 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.63428 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002657 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.81316 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000405 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.337686 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.493261 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001231 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.796213 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000656 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.327554 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.519573 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001191 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.771228 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001239 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.362065 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.532053 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002228 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.796906 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000644 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.335264 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.601474 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001969 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.814466 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00039 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.329338 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.421659 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003064 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.768914 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001309 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.341246 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.454852 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003888 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.79795 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000626 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.317228 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.377859 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003218 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828118 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000254 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.26924 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.370142 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002923 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.799023 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000608 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.297651 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.427362 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002751 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.813085 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000406 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.295012 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.532118 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002773 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856518 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000092 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.26651 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.520324 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002441 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.852764 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000106 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268803 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.37848 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002176 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.82723 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000262 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.270281 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.321074 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001539 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.839515 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000173 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246818 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.167463 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002054 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.84132 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000162 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.21653 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.201121 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002571 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.854543 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000099 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.21074 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.210603 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001863 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.785519 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00087 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.275316 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.237154 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000942 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.759822 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001614 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.305578 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.325796 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001226 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.823075 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000299 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.264085 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.451174 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000321 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.853427 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000104 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.255845 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.474977 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000588 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.889611 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.218596 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.488013 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000564 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875747 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236798 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.46165 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000137 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875676 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232683 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.500802 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001574 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.883689 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000028 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.229481 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.53893 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001552 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.858369 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000085 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.265522 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.552367 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000598 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828044 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000255 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.303425 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.768181 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001787 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859652 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000081 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.303341 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.909516 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002958 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.885445 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.289325 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.599344 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001478 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880767 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.248232 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.624085 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001485 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.884233 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000027 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.247635 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.566677 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001155 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.889126 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232793 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.532105 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000592 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896686 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.218341 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.441868 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001028 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.869871 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000053 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236034 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.360257 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000976 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.839723 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000172 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.253925 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.301623 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00151 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.821674 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000312 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.260638 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.247377 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001036 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.805744 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000503 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.264682 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.272673 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000861 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.81474 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000387 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.26146 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.249085 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000295 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.822834 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000301 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.24903 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.276422 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000013 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.843336 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000151 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.234795 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.212205 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001071 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879069 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189759 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.224801 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000838 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.872613 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000047 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197897 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.209719 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000797 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.867379 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000059 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.200358 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.20515 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001275 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.816186 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00037 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246281 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.639473 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.658563 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010436 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.540801 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.739188 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003782 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.663409 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.009693 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.566272 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.702545 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003195 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.645795 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012604 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.581069 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.856297 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00211 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.635475 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014595 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.651095 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.904377 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000549 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.642937 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.013133 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.654903 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.007624 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000626 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.629487 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.015855 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.715373 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.952223 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00214 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.635801 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014528 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.684151 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.947542 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001788 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.593601 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.025225 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.762198 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.128189 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002015 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.63646 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014395 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.744521 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.923514 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003957 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.674047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.008206 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.608521 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.80927 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003622 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.647849 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012233 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.614132 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.754459 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00343 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.618327 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.018423 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.643745 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.993966 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002658 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.664251 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.009569 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.647757 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.084102 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002499 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.695497 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005748 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.621553 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.448024 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000926 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.769999 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001275 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.346375 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.446872 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000094 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.795315 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000672 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.318356 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.203974 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001049 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.825777 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000274 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.237378 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.22362 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001383 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.838046 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000182 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.229965 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.242452 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001984 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.85316 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000105 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2193 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.204686 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000891 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8293 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000245 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.234332 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.213363 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00045 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.841838 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000159 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.224568 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.218597 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000492 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.84129 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000162 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226041 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.148121 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00015 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.832597 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000219 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.220484 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.186669 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000102 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.818722 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000342 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240247 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.203266 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000095 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.814873 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000385 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.247081 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.215801 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000753 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.833067 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000216 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233052 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.117498 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001263 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859791 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000081 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191594 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.056635 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000822 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.890178 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156118 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.308088 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002469 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.815204 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000381 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268281 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.262982 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.779675 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.292817 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.794934 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000433 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.696013 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005696 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.534543 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.4493 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002305 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.616638 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.018837 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.534132 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.488895 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001382 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.57776 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.030476 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.607193 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.121647 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004724 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.426641 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.128178 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.686395 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.258101 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004083 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.489127 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.075896 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.647628 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.026252 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005875 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.42721 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.127615 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.626995 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.035643 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.007066 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.450334 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.106121 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.592746 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.935363 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005465 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.37934 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.180999 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.658603 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.942506 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005428 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.373382 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.188514 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.675986 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.865955 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003831 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.316097 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.270899 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.750283 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.093901 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004827 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.414131 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.140986 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.694056 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.079117 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003599 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.388202 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.170183 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.739521 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.594361 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.22249 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.444554 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.75184 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.69872 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000368 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.294458 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.306815 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.654628 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.632774 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002105 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.300268 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.296915 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.580271 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.646109 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00124 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.333271 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.244264 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.527658 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.674107 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001872 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.3387 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.236189 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.540585 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.754168 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000016 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.425375 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.129437 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.463194 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.697083 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000616 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.398869 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.157734 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.462634 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.94305 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00137 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.522705 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.055145 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.444006 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.325777 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003239 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.637103 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014266 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.46302 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.396164 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00223 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.764014 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001467 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.34036 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.270709 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001315 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.692781 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006022 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.381842 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.353604 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000204 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.819436 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000335 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.273319 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.094429 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000509 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.77566 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001113 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.257075 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.150806 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001238 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.740928 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002432 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.301117 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.134826 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000734 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.740032 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002477 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.297732 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.056096 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001256 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905846 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.142568 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.14824 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000365 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924646 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.136519 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.200457 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000114 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.92548 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.141839 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.244633 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001002 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918188 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.155015 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.25227 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001484 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917737 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156453 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.252833 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001201 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914023 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.160513 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.260782 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001865 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917827 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.157419 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.260698 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001903 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918582 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156586 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.269374 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002074 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922494 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.153333 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.260386 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000843 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932423 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.14101 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.294869 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000662 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932604 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.144653 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.320283 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001021 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931881 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.148369 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.326277 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002584 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95147 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.698051e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123832 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.326581 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002601 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951524 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.686914e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123786 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.720291 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002199 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.974633 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.642465e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.114038 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.741302 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002172 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.968409 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.340657e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.129439 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.682085 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001868 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.960171 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.288186e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.141304 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.62892 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000545 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.970244 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.399577e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.117349 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.604211 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000656 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967593 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.559443e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.120855 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.529455 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000183 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.945657 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.305420e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151816 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.544093 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000058 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.945395 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.400357e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.15367 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.582843 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000094 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949364 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.181043e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151214 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.607096 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000112 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.941096 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.307619e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.166691 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.63367 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000735 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938677 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.721628e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.17323 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.566619 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000215 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903155 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214975 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.634852 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000861 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924055 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195231 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.703086 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002353 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906361 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.22918 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.689122 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004014 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.864599 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000066 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.283373 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.400629 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.679743 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007486 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.436273 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.356125 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004109 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.647157 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012357 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.461166 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.331652 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003571 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.607361 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.021242 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.502813 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.267705 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003081 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.585442 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.027837 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.506771 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.614829 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002826 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.718887 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003765 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.450754 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.940985 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001229 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.781677 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000959 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.447063 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.719894 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002271 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.779444 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.39905 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.677362 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001241 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.697701 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005532 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.497182 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.685744 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002508 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.67364 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00826 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.533891 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.688664 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001993 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.814098 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000394 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.347735 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.637693 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001658 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.811335 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000428 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.340633 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.695864 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002574 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859002 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000083 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.291778 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.483125 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000613 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875892 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.235853 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.496945 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00049 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.92019 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18384 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.429234 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001409 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914903 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18204 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.447866 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00157 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916594 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.182316 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.452444 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.0014 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921496 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176718 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.449388 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000457 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913791 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185982 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.437848 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00018 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914692 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.183397 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.437852 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000179 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914685 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.183406 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.446128 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000546 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911566 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.188292 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.454233 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000053 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923488 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.17439 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.484586 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000946 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.950965 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.804935e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.139389 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.433776 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001235 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91111 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187236 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.437542 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000685 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.908212 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191227 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.292862 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000727 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894058 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.186993 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.335809 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000779 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862526 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000072 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226226 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.422661 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001538 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877263 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000038 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.224714 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.570095 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923797 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187855 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.503299 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000772 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923679 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.180021 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.508766 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000721 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932688 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.16843 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.600479 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000981 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94022 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.788158e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167353 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.718338 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000283 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918101 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214143 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.519533 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001148 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917812 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189747 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.549353 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001926 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.92398 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185124 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.484647 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002671 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.930816 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.168283 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.470695 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00206 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920433 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.180305 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.503743 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001798 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913292 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193594 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.497225 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001578 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913988 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191869 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.483931 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001409 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917015 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18632 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.56467 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002658 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920976 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191084 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.590891 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00226 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911696 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206967 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.510595 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003529 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877674 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000037 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.238118 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.522686 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003152 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.872697 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000046 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.245929 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.567923 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002716 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.835065 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000202 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.298192 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.529728 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00229 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.829118 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000246 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.297767 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.273781 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000187 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.782897 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00093 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.29221 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.460293 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000235 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.762319 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001525 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.357892 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.411492 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001267 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.741639 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002396 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.368543 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.07859 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000565 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.798238 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000621 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.452782 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.158673 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001616 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.808571 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000464 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.453472 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.314959 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001624 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.821954 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00031 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.463063 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.229723 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002521 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.798783 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000612 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.48479 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.417892 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002318 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.815415 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000379 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.495511 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.401116 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002489 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.795052 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000677 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.528796 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.280188 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002375 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.794036 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000696 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.503909 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.359463 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001482 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859279 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000082 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.405453 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.372879 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001837 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.854886 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000098 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.41571 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.37367 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002687 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.891221 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.348728 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.438359 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003099 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.884599 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000026 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.371087 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.422799 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003211 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.887788 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.362588 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.424865 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877188 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000038 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.383159 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.332532 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00291 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862638 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000072 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.394826 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.042696 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001417 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.796048 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000659 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.448329 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.112021 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001625 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.823984 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00029 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.419252 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.832597 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002306 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89548 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.262954 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.961585 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002297 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906303 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.26406 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.753001 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001145 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862957 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000071 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2963 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.812865 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000978 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899463 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.254256 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.864467 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001309 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909336 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246262 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.992496 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001026 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915193 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.253289 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.987621 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000568 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920747 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.243134 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.999761 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001025 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.889296 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.296874 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.060138 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00091 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906987 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.276153 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.979191 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001193 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902736 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.272272 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.075148 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000938 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912573 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268425 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.092382 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001507 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929562 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.239554 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.141494 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001254 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.930679 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.243004 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.067157 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000192 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916196 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.261004 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.966235 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000255 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94406 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.919265e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.198273 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.951365 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000348 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.947582 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.673496e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189941 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.079603 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000984 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.958162 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.074348e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179334 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.021483 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000413 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94823 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.484827e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195446 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.956515 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000676 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.945758 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.269434e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19401 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.892603 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000846 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943802 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.026364e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191325 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.865481 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937294 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.660835e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.200253 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.817423 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000787 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938137 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.076161e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193645 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.906827 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000523 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922958 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.229555 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.928246 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000573 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922283 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233279 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.92531 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000632 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920601 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.235757 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.882565 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000301 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922974 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226608 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.844624 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000502 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922945 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222089 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.849551 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000881 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937883 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.248325e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197513 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.866714 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001118 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879575 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000034 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.291475 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.013634 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000867 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880967 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.312215 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.480734 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002412 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.737795 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002594 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.391084 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.517879 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00203 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.738545 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002554 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.4 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.615684 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002065 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.723158 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00347 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.445462 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.587358 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002292 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.715595 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.004005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.447294 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.658714 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002742 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.753222 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00187 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.418147 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.702027 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002128 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.729396 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003072 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.460816 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.03095 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000035 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.777969 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001052 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.473495 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.129668 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000351 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.793586 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000704 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.471365 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.075597 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000082 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.77661 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001087 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.486045 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.119038 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000718 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.748693 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002064 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.541631 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.303341 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000727 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.798971 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000608 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.500469 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.683609 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000788 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.81055 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000438 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.351175 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.690074 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000915 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.822913 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.0003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.336851 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.629642 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00042 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.817939 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000351 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.330887 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.395754 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000053 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.843203 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000152 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.256887 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.397514 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000062 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8429 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000153 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.257531 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.399 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000258 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.861573 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000075 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.23795 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.379068 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000716 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.854208 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000101 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.242314 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.34628 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.855918 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000094 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2348 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.355207 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000562 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.861609 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000075 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230464 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.334406 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000158 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893682 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193407 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.256116 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001583 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.837313 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000187 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236766 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.068142 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003604 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.719648 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003711 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.297502 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.127844 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001859 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.676358 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007908 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.354566 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.055825 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004473 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.648236 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012165 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.358017 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.175317 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002971 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.634555 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014783 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.413243 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.01017 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00462 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.548168 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.042405 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.444925 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.025176 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004297 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.552183 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.040614 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.446835 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.271242 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004129 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.588531 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.026825 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.504121 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.279525 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004395 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.630148 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.015712 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.455138 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.493878 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003724 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.675666 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007996 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.470524 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.508894 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002811 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.655861 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010869 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.501344 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.594114 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003229 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.676684 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007866 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.500705 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.7485 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003315 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.69938 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005372 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.515842 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.690083 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003079 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.672041 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.008472 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.537594 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.924085 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001514 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.785468 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000871 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.43765 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.18448 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001101 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.887197 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.32795 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.227616 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000044 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923594 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.266925 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.341926 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000946 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.886254 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.353339 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.402202 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002259 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.901567 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000011 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.332772 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.407809 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002569 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.892332 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000018 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.351599 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.465317 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00273 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896065 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.352574 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.261248 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00285 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912087 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.293428 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.313949 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002278 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920598 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.283353 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.35578 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.9046 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.320453 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.375034 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002534 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915732 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.300823 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.2399 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001452 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902606 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.308375 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.288135 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002246 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.907517 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.305704 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.312434 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002299 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911528 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.301163 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.228655 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001906 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.889421 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.330633 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.300532 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002559 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.926599 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.269522 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.291739 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002592 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927622 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.266391 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.230652 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001836 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94001 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.908681e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233696 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.173731 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001367 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939813 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.023287e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.228142 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.151618 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000769 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.952453 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.505162e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.198694 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.136274 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000829 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.953658 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.293641e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.194574 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.262461 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00011 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.941536 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.079181e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233707 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.262645 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000044 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946731 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.939136e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222171 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.257314 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000828 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.961863 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.090891e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185309 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.263009 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000087 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.96457 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.645491e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.178682 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.340063 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000223 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.966601 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.864568e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179107 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.260251 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000603 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.971591 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.139219e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.158935 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.33585 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00025 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.96897 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.205465e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172011 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.274247 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001076 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943437 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.182868e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230721 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.234966 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915052 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.284381 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.277079 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001042 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924455 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.271118 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.06337 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001713 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.885671 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.312266 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.106281 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002259 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.897298 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.299121 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.967031 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002313 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.868266 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000056 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.324442 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.136515 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001446 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877435 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000037 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.337183 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.22365 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000888 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8808 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.345071 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.101643 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001519 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.853822 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000102 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.369894 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.137789 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001313 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.843317 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000151 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.393274 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.064702 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001311 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.863349 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.348365 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.610576 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001498 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.852317 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000108 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.285307 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.638603 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001334 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.871744 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000048 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.265862 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.597063 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.0026 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.863403 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000069 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.269396 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.591312 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001692 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880234 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.247651 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.56476 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001411 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.895957 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.223919 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.427197 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000127 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856301 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000093 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.248495 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.473703 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000237 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.866078 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000062 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.245557 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.491313 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000353 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88546 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.225942 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.498331 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000728 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.881192 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000031 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232052 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.392373 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000664 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.897831 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197133 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.376334 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000546 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902556 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189542 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.409845 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000755 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905319 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.190939 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.412198 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000866 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.907062 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189211 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.394992 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000711 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899667 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195416 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.486305 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000288 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.881255 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000031 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230117 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.387614 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000663 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.888967 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206363 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.4255 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000061 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922904 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.171678 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.430298 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000102 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924653 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170046 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.342758 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000097 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916194 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.169542 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.319415 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000556 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954593 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.147066e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.118867 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.233263 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000552 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929308 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.141479 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.265202 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000098 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932617 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.141323 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.378949 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000662 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.950225 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.971421e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.130521 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.496306 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000051 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946551 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.998358e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147194 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.507325 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000043 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946451 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.031439e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.148428 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.497661 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00016 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949592 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.123717e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.142727 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.548601 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000665 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946167 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.127012e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.15293 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.54678 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000441 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946949 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.869201e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151543 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.533333 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000819 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.936296 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.403761e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.166037 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.784581 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001971 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.926247 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.209636 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.733271 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001647 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924364 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.20651 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.730467 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00171 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924911 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.205336 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.68481 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001564 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924932 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199888 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.822043 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00214 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89384 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.263852 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.775776 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001288 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905912 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.239624 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.731929 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00083 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.860785 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000077 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.295621 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.486419 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000513 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.758918 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001648 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.36818 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.043652 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.573798 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.031908 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.43002 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.583843 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002557 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.296132 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.303944 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.543614 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.309171 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002898 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.634508 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014793 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.460364 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.122464 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003724 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.590465 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.026206 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.44289 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.291893 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003229 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.666703 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.009212 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.416915 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.356684 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003486 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.698639 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005442 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.401079 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.349598 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003359 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.677518 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007761 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.422941 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.654243 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004417 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.717304 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003879 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.463862 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.738342 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004728 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.789941 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000776 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.389529 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.631693 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004662 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.82976 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000241 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.316828 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.673467 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005645 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.868657 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000056 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.275516 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.645848 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005754 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.866923 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.27317 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.630683 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004525 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.80985 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000447 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.340992 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.703338 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003583 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.818705 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000343 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.344871 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.753319 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002152 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.804683 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000519 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.373436 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.938422 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000072 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.884167 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000027 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.295664 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.835942 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000064 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.863063 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.31017 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.738518 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000728 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.82777 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000257 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.340168 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.707771 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000309 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.802556 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000551 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.366463 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.701149 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000045 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.802619 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00055 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.364961 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.684451 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000831 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.78243 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000941 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.387015 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.495951 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000261 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.801648 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000565 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.32203 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.580863 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000666 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.752529 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001899 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.39937 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.215524 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000367 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.507721 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.063822 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.595408 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.601035 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00126 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.727734 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003174 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.435585 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.587889 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001473 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.741082 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002424 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.415293 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.542026 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000344 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.782576 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000937 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.354121 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.536198 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000292 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.798136 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000623 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.33475 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.575041 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000173 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.831185 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.304142 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.389789 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000332 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.848476 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000125 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.250246 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.409665 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000401 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.857052 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.244635 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.498574 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001263 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903831 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.204801 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.521572 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000936 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909965 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.200168 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.527019 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000979 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914282 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195305 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.544577 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00039 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94694 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.871968e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.15134 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.582575 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000916 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.947612 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.664596e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.153997 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.589411 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000833 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.947251 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.774517e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.155239 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.595538 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001257 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957854 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.387217e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.138129 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.489865 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000393 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917931 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185889 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.493543 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000032 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894958 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214935 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.484299 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000209 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.21589 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.534617 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000097 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89836 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.216611 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.496429 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000601 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917589 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187149 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.605374 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000338 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927284 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187094 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.630263 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000779 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.904154 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222364 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.64018 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000071 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.891329 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240826 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.646858 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00001 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89267 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240034 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.787654 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000416 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893208 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.259782 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.766169 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000373 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880313 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.274753 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.724108 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000201 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879248 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000034 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.269651 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.745691 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000058 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879591 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000034 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.272557 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.939756 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000144 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.888559 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000022 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.289107 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.336926 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001237 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.919614 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.288169 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.337911 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00195 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931251 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.264072 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.364928 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001309 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909201 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.312632 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.269612 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001359 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916344 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.286278 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.28114 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000802 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.904953 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.309633 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.784956 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002001 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.9413 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.200721e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.288314 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.847731 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00283 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.956903 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.428337e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.249488 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.853692 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002213 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.961229 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.510235e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236325 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.795396 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00183 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957923 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.315766e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.241791 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.785393 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002058 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.955348 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.039002e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.248695 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.765234 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001861 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954224 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.203110e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.250204 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.728682 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001994 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.953287 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.355953e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.249598 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.745481 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002148 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954552 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.153191e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.247462 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.669271 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001856 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.953684 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.289396e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.243047 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.505533 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002077 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.958497 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.745676e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.215139 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.425295 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002256 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957434 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.833377e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.211078 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.1927 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000726 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.96478 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.554159e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172589 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.164964 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00019 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946015 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.179425e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214127 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.121655 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00099 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.928933 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.244113 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.960974 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001148 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.945276 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.444080e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19539 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.855588 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001565 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954268 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.196345e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167812 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.73112 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000692 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939008 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.511161e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.183017 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.749909 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000888 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938442 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.874190e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185946 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.817523 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000633 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943414 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.192789e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184427 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.862811 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00035 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921081 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.227323 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.82621 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000996 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.90431 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.248855 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.797448 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000964 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.901234 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000011 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.249488 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.015805 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.0004 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896594 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.144839 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.978157 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00051 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911158 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.127698 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.983021 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000801 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912062 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.127581 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.0339 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001006 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916276 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.130471 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.035544 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001532 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914934 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.13187 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.033035 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001103 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.919945 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.127087 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.004807 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000164 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923617 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.120381 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.002461 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000189 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922464 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.121118 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.01667 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000648 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923459 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.121944 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.005088 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000147 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927846 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.116628 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.990664 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000737 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.936002 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.633492e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.107547 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.986053 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001597 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95821 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.026309e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.08498 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.997602 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001639 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95962 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.735795e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.084418 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.035563 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000554 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.928189 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.119845 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.535924 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000922 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.93831 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.961087e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.1634 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.518953 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00089 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937036 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.847424e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.163423 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.549148 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000911 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929477 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.17748 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.370762 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000902 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911059 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179066 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.363278 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000901 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909958 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179352 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.444501 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000232 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905234 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195734 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.346691 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000056 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.873781 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000044 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.21637 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.363561 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000207 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.887323 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.20457 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.376765 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000173 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905348 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.186425 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.421825 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000219 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905304 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.192579 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.338377 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000302 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899244 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187948 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.370548 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000178 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916661 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172501 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.218221 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000218 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923226 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.146369 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.174337 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001388 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.96748 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.591845e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.088631 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.177136 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00087 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.959468 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.864978e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.09981 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.912674 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00041 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913909 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.11702 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.848918 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000527 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893672 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123047 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.931695 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00097 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915085 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.118525 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.93233 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000273 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.916718 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.1173 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.951322 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000147 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914749 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.121294 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.843769 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000917 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903683 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.115416 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.070038 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004982 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951646 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.662053e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.099712 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.103823 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004004 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.942047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.823783e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.113476 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.088991 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003568 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951805 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.630142e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.101299 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.068828 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003137 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954924 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.098589e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.095915 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.062181 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003608 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957508 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.753133e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.092358 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.054129 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001893 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943161 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.304236e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.107225 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.052457 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000806 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938353 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.932516e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111923 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.06497 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002433 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937471 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.535010e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.114143 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.106801 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000925 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943899 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.985706e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111783 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.130857 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00051 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951674 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.656487e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.105348 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.138307 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 3.763206e-07 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946816 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.911695e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111675 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.137371 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00077 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.941397 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.150143e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.11764 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.134457 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00089 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937181 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.741821e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.1219 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.380824 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.006843 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967237 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.663867e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.104625 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.273226 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005874 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943422 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.189401e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.129187 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.240681 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005376 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912351 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.160718 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.254411 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005404 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875612 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199756 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.344552 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004587 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.836802 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.253953 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.767954 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004114 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.805902 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000501 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.374934 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.687246 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002754 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.799986 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000592 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.365318 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.394238 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000523 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.807237 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000482 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.294283 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.382318 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000776 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.811935 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00042 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.286894 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.373814 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000735 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.805381 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000508 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.291886 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.412112 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000542 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.810212 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000442 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.294903 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.288959 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00133 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.778901 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001028 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.299596 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.32867 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001454 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.78177 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000957 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.305936 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.279815 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001674 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.771442 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001232 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.30473 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.235034 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00074 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.787026 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000837 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.279466 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.247049 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001093 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.826462 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000268 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.24523 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.27374 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00111 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.817274 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000358 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.259259 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.283867 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000637 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.817392 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000357 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.261206 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.302069 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001293 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.819497 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000334 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.262854 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.972422 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004096 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.974327 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.911614e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.064865 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.98422 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003488 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.971948 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.622037e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.068752 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.050898 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004195 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.964334 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.751702e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.083268 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.052442 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00374 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.959275 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.031581e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.089462 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.006024 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003419 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95852 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.723584e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.086357 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.005844 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002197 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906577 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.135173 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.141322 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003232 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880373 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.177496 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.130964 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003019 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.887268 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.169725 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.183203 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002222 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.886919 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.177892 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.2514 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00175 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880607 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.194384 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.194143 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001413 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.841539 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000161 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.22128 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.183489 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00157 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8366 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000191 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.223712 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.185871 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001816 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.849709 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000119 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.212419 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.189356 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00154 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.846523 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000134 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.215914 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.204954 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00115 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856515 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000092 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.209603 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.198971 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00158 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.840745 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000166 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222894 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.14197 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001336 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.829962 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000239 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.221564 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.13417 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001491 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828192 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000254 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.221559 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.167997 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00213 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.831774 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000225 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.225024 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.203286 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002571 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862457 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000072 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.203846 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.049107 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.869903 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000053 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.171713 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.147995 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000756 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.886793 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172713 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.149579 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000526 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.889806 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170193 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.151667 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000615 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.887776 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000023 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172366 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.944531 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002264 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.806425 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000493 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199938 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.049707 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001863 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.858449 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000085 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.181048 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.187493 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000924 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.874107 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000044 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19049 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.136564 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000701 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880746 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176422 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.124818 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.0006 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.869033 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000055 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184861 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.09903 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001385 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.873745 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000044 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176609 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.12653 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00141 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875449 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179534 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.138499 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000743 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.852355 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000108 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201648 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.222814 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00125 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.851399 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000112 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.217469 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.193138 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000861 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856346 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000092 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.207701 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.205952 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000193 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875706 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191951 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.094171 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001037 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.858935 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000083 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.188311 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.131781 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000814 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.868159 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000057 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.186769 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.132884 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000911 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.876169 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179911 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.473658 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001806 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912239 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191038 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.498279 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001975 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917922 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18695 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.395538 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00086 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88227 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214948 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.557573 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001255 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894073 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.225261 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.504295 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000098 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.870735 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000051 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.245247 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.060744 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003273 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.711445 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.004326 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.302465 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.04668 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003629 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.720765 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003633 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.290587 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.895999 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.006841 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.635574 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.014574 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.314189 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.937602 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.006103 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.644306 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012877 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.321267 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.081323 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004385 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.659925 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010223 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.355388 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.782245 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.007995 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.472313 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.088131 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.421415 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.896007 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00752 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.529439 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.051538 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.414457 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.252002 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.007491 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.657167 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010658 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.414537 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.285208 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.006961 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.647631 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012272 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.4365 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.330175 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00571 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.658122 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010506 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.439294 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.187527 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.007513 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.564664 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.035398 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.501055 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.284793 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.008579 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.752235 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001911 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.577723 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.303721 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.01085 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.758741 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001654 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.570937 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.471976 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.008388 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.755723 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00177 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.618387 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.631902 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00466 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.785486 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00087 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.598614 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.888793 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004378 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.820469 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000324 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.581067 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.846619 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003554 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.847503 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.514661 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.618362 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002904 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.826125 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000271 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.515558 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.531609 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002972 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.811754 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000423 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.525767 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.518631 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000947 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.817987 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.511298 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.443743 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00216 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.815533 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000377 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.500593 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.439926 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001594 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.792282 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000729 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.542434 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.45259 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002833 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.811336 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000428 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.510127 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.488175 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002495 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.820981 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000319 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.499528 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.728723 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000384 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.867979 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000057 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.450679 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.938988 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002501 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.840921 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000165 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.360208 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.964602 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004698 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918065 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.244893 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.77975 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002067 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.935906 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.709418e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193369 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.709436 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002141 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927141 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199441 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.268144 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000034 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909177 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167668 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.207791 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000471 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918511 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.150089 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.189814 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000515 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.908073 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.158411 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.21158 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000907 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91029 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.159056 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.229225 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001417 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902003 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.169842 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.225779 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001753 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896054 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.175314 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.26677 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000816 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877774 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000037 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199585 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.279805 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000726 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880324 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199082 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.256844 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002303 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896302 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179504 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.211241 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001042 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.898663 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170667 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.222018 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001668 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.910808 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.159893 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.23424 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.904479 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.168015 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.243238 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000648 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903124 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170631 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.241537 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001287 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903191 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170329 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.654052 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000426 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.919335 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.204364 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.074306 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000598 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943663 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.085546e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.209978 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.055084 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00093 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937454 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.546794e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.220295 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.983033 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000613 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922886 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.238855 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.927269 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000243 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922084 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233497 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.118172 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000023 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946108 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.147245e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.209302 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.050152 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000617 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.958467 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.774754e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176106 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.134868 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000466 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931479 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240693 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.044819 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00015 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922349 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.247263 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.727623 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001325 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.880792 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268107 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.759773 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001484 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.884383 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000027 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268114 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.362944 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002132 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.86834 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000056 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.224725 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.356612 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002763 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.870403 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000051 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.221519 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.209414 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001732 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.865859 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000063 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201724 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.192653 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001892 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.865446 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000064 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.199307 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.140998 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001079 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.867989 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000057 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.188439 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.131565 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000432 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.86576 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000063 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.188825 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.146112 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000565 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.87369 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000044 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184224 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.144162 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000584 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.872331 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000047 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.185119 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.097385 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000032 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902342 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.15132 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.089627 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001322 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.900898 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000011 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151542 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.085091 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002421 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929293 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.124495 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.076093 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002289 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921662 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.130771 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.152825 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001405 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920065 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.141703 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.153294 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001445 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921719 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.140096 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.327675 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000775 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.900668 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000011 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184899 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.464242 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000808 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906079 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197382 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.74163 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000567 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932089 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195386 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.735819 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000488 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931639 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195449 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.765555 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000705 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932539 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197339 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.783089 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000745 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.933791 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19724 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.934061 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000605 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.940047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.887201e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.202555 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.834027 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000295 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932263 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.205458 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.691023 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000423 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917173 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.212091 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.498805 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001026 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915353 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.190325 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.525891 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001161 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932895 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170052 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.448282 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001359 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.942426 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.641694e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.148355 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.530347 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000791 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94396 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.960652e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.154469 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.529328 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001093 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939644 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.122957e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.160756 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.491107 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001303 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923468 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.178839 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.381345 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000821 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.943303 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.241074e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.140317 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.455584 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001932 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.925857 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.171494 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.382403 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00227 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.928799 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.159224 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.322578 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001373 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.908721 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.175371 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.327704 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000737 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909119 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.175607 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.627265 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000211 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914889 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.207284 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.668739 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000779 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913269 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.214869 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.728126 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.904387 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.235378 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.944969 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003387 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913377 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.250259 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.959146 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003786 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921262 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.23877 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.988295 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003665 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.928337 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.229839 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.909197 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003172 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929907 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.217985 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.883532 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002729 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.934754 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.667417e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206669 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.857216 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003026 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927056 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.216825 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.907395 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002803 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931701 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.21466 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.791962 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001534 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938773 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.660159e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189851 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.894803 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001167 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.956509 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.893209e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.166811 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.979897 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001779 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.965953 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.089771e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.153082 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.981843 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002023 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967704 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.528014e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.149035 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.704154 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002323 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.959317 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.995392e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.144783 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.767308 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001899 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949794 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.074185e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.16806 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.787693 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001507 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.933446 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19832 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.742692 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001627 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914433 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222664 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.684952 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001113 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.924029 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201252 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.691256 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000497 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.907571 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.225883 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.764656 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001298 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899835 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246957 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.598888 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000208 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877877 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000037 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.251783 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.48568 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000127 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.878204 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000036 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.233576 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.485627 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000005 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000032 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.230928 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.434823 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000635 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.852088 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000109 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.254422 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.389393 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000428 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.839055 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000176 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.260064 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.251952 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00047 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.852792 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000106 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.221326 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.236582 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000413 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.848217 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000126 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.222902 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.247835 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000307 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.837756 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000184 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.234788 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.138988 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000595 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.835802 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000197 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.215984 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.019274 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001604 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.861251 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000076 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.173615 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.029168 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000858 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88646 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.155109 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.037428 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000205 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893946 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.150143 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.052855 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000284 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899036 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.14803 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.969292 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000796 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.945508 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.359293e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.096357 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.996988 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000877 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.930397 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.113389 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.943371 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002125 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.829526 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000243 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.183342 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.084941 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002605 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.839496 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000173 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.202717 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.173159 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002379 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862964 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000071 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.198287 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.179664 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002282 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.861526 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000075 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.200687 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.964737 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004577 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.682942 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007104 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.297878 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.950696 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005398 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.72633 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003263 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.259712 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.25662 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00217 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.752498 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.0019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.317487 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.971141 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.005721 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.645375 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.01268 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.331816 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.989283 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.006531 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.664628 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.009513 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.32105 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.046484 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.007247 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.693275 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005971 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.314033 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.795406 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.010917 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.504912 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.065551 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.392536 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.927992 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.01115 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.5974 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.024074 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.359611 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.344105 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.006934 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.676633 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007873 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.422237 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.501214 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004743 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.696652 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005634 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.446275 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.554684 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003656 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.758347 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001669 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.385772 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.541144 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002783 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.736474 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002665 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.40864 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.531384 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00307 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.746321 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002171 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.394251 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.492938 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003947 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.756205 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001751 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.372917 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.532707 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003219 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.795552 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000668 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.336969 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.541372 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003397 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.809805 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000447 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.322368 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.510561 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004201 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.816125 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000371 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.308763 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.560773 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002571 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.842557 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000155 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.28802 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.556534 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001717 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.845614 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000139 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.283642 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.466479 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001024 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.864741 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000066 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.245862 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.539951 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002657 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937164 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.754354e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.165497 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.48495 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003366 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931713 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167102 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.416518 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002243 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949054 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.260882e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.135772 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.382829 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002057 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949638 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.112443e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.131719 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.414304 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002511 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949166 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.231808e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.135398 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.404512 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002321 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951739 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.643398e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.130746 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.439576 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002833 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.963358 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.228545e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.115703 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.508116 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003361 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967794 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.503010e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.113245 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.463209 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003941 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.973066 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.200729e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.100067 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.443129 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004451 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.974275 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.958822e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.096364 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.433003 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003814 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.968913 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.218577e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.105627 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.438402 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00403 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.970427 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.061588e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.10329 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.430706 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00454 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.969748 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.036791e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.103964 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.384064 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00465 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.949274 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.203839e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.13235 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.405857 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004158 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.959581 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.769092e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.119027 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.416514 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00368 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957505 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.756083e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123171 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.427661 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003341 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.960572 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.981033e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.119288 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.444105 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002304 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.98 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.849694e-10 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.08465 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.431939 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002247 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.97845 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.380509e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.087233 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.435911 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002567 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.971196 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.748478e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.101699 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.405454 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002326 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.950887 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.821844e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.132072 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.392436 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00321 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.960923 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.724468e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.115794 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.364073 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002891 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.942596 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.561741e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.139504 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.428374 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003646 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879082 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.223584 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.478672 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004332 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.90135 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000011 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2051 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.610391 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004265 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.92351 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193085 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.629107 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003831 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931709 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18333 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.613718 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004391 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922989 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.194225 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.670114 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004296 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91919 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206558 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.783234 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003687 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.901962 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.24645 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.771375 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003704 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.90678 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.237751 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.760517 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003991 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903691 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240803 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.762634 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004313 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899636 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246961 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.727351 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003251 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902625 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.237784 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.962384 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005038 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.907862 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000007 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.261618 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.938185 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003884 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902729 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.266641 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.968799 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003708 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894281 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.284404 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.61806 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002152 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.848395 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000125 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.291447 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.601681 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003345 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.773104 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001184 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.37934 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.394949 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004121 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.644917 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012764 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.477201 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.312224 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004339 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.605809 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.021665 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.497487 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.394026 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.675787 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007981 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.43893 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.138449 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002733 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.576164 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.031047 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.466204 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.076538 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003319 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.627848 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.016214 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.385257 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.01025 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003513 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.646949 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012395 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.343738 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.005689 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003266 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.645576 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012644 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.343437 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.052339 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004085 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.653148 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.011317 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.352193 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.091534 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004401 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.657068 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010674 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.361502 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.972119 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003502 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.72223 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003532 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.268746 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.670454 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001957 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.558758 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.0378 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.287265 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.667063 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003136 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.581195 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.029274 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.269621 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.611122 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003554 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.543766 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.044436 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.272276 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.788864 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001696 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.694195 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005878 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.23612 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.868713 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001561 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.735415 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002723 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.231067 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.828549 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001179 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.813846 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000397 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.170774 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.690294 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000106 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.812097 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000418 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.143183 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.716299 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001064 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.807001 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000485 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151316 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.715288 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000991 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.801241 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000571 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.154197 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.657514 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001181 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.768675 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001316 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.157945 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.726571 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000144 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.869988 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000052 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.118874 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.727848 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000135 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.876792 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000039 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.115234 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.73094 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00068 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877192 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000038 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.115496 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.712997 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000931 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.878633 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111856 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.736965 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000969 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.899416 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000012 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.103388 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.766898 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000556 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894613 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.110577 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.772452 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000896 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89629 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.110331 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.755666 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000108 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.89075 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111304 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.755688 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001251 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913853 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.096928 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.738286 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001646 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8955 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.105923 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.837523 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000128 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.898605 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.118049 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.78733 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00088 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893399 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.114294 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.77964 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000036 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905203 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.105663 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.886449 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001262 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91458 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.113151 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.038608 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001735 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.829607 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000242 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201787 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.017876 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001423 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.833608 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000212 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.194699 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.065884 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001931 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862284 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000073 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.180711 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.268487 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001495 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.86645 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000061 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.211 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.245164 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000511 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893296 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.180859 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.106965 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000522 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.879816 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.172636 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.126636 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000778 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.888694 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000022 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.167795 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.111575 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000638 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88372 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000028 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.16994 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.211992 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000567 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.886449 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000024 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.182672 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.581502 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001542 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914504 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201974 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.619499 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001729 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.906068 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.218326 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.724382 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.934378 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.998268e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189809 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.692299 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001737 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.903831 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.231277 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.752818 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.918924 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.217191 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.758705 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003825 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.912886 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.227025 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.731805 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002915 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.892176 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000018 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.253103 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.741269 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00452 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.877979 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000036 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.274066 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.618649 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004335 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.860884 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000077 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.276163 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.626074 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004921 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.864266 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000067 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.273213 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.49267 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005381 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.84054 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000167 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.277723 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.5136 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005314 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.83493 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000203 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.288014 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.397768 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004215 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.787012 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000837 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.316304 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.457082 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.005241 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.788356 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000808 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.328247 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.920224 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002304 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.600613 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.023131 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.35363 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.978695 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001302 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.627951 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.016191 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.350148 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.504656 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000309 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.31073 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.279562 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.445628 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.513638 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001751 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.323486 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.259235 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.433719 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.438952 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001731 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.294987 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.305906 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.410445 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.07471 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001582 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.486728 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.077564 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.556807 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.123826 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002598 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.525719 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.053508 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.52494 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.926504 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000958 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.473747 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.087038 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.497186 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.881483 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00016 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.448152 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.108034 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.507592 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.912376 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000646 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.482975 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.080224 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.477508 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.005953 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00039 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.475758 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.085519 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.536876 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.012316 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000294 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.488343 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.076438 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.522206 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.977941 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000254 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.481739 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.081114 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.513535 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.000124 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001491 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.503583 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.06638 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.495312 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.8557 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000471 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.484829 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.078902 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.445612 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.761873 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000125 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.439063 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.11626 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.450051 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.785809 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001299 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.541843 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.045345 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.351868 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.79813 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001694 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.560713 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.036992 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.340234 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.861875 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001123 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.575969 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.031117 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.353124 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.642084 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001223 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.702893 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005049 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.18757 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.619867 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001397 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.70586 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.004788 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.179572 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.698677 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00143 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.708509 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.004564 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.200892 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.752364 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000701 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.776672 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001086 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176147 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.70982 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000533 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.753981 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001839 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.178523 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.71431 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000773 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.78871 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000801 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.160727 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.683873 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001027 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.801998 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000559 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147036 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.66093 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001335 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.759981 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001609 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.163169 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.676474 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00119 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.779179 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.157091 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.523232 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000065 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.537513 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.047441 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236959 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.720373 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000238 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.723501 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003447 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.198418 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.572539 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002134 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.571819 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.032641 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.237121 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.750114 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001183 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.756509 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001739 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.187193 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.778596 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000618 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.757048 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001718 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193977 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.871275 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000354 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.792083 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000733 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193829 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.884785 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00169 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.777568 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001062 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206547 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.886264 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00114 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.791674 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000741 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.197437 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.881534 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001082 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.792834 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000718 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195612 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.903827 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001527 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.789999 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000774 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.202491 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.903064 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001997 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.800689 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00058 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195051 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.935867 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001529 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.801539 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000567 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201538 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.016538 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001242 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.82734 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000261 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19923 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.001486 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002292 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.773898 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001162 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236585 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.126876 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002736 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.859833 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193166 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.148702 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002621 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.800064 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00059 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.248646 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.085294 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003459 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.807365 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00048 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.228969 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.162488 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002911 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.746347 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00217 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.299255 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.233842 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001667 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.744772 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002243 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.319138 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.178405 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001225 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.693957 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005902 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.35295 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.223687 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000097 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.746967 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002141 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.314419 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.2687 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000236 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.746168 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002178 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.326774 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.360836 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00008 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.736254 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002677 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.361067 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.194929 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000444 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.787813 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00082 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.26968 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.11479 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001041 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.779173 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001021 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.258883 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.191616 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000677 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.803436 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000537 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.254916 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.086221 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001083 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.769388 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001294 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.260336 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.110709 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002748 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896726 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.158252 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.100959 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002316 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.929496 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.126114 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.123459 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002897 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.939648 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.120544e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.118088 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.919782 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002321 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.876173 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.146066 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.908407 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001673 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.849152 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000122 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.163103 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.915642 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001152 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.873184 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000045 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147539 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.919786 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.0008 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.871583 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000049 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.149349 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.898099 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000617 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902357 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.123829 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.901307 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000624 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.902702 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.124016 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.86276 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000072 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.875263 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.137623 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.805 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000139 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.853295 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000104 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.142004 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.839283 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000624 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.860233 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000079 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.143611 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.116112 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002508 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.870787 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000051 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.181916 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.127926 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001476 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.850064 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000118 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.201736 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.123006 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002073 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.861059 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000076 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191449 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.081642 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002067 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.832569 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000219 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.20774 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.099264 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002186 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.837986 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000182 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206644 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.275479 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001472 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.857544 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000088 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.220869 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.365585 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000227 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.850538 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000116 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.243752 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.363459 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000005 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.855527 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000095 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.238202 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.386528 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000568 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856315 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000093 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.241399 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.600745 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000345 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88004 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.249363 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.607553 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000478 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.878624 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.252207 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.879102 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002959 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.940619 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.565227e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.195768 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.977402 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003444 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946922 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.877813e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.193786 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.979113 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003823 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.946555 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.996903e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.19468 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.682189 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00366 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.848047 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000127 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.303442 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.70111 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003011 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.884826 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000026 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.258581 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.60782 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003193 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.839135 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000175 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.300852 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.723314 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003121 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.847996 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000127 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.310927 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.70116 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002819 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.840329 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000168 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.316786 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.685199 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003226 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.891815 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000018 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.24678 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.604974 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002832 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.898467 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000013 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226403 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.596271 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00287 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.892742 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232569 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.597708 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002749 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.893205 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000017 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232183 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.57231 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002874 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.878973 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000035 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.246249 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.562189 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002733 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.862914 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000071 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.2641 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.394609 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000958 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.789504 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000784 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.312965 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.478847 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001732 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.816682 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000365 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.301662 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.282283 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000475 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.806231 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000496 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.27162 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.34074 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001169 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.769658 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001286 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.321061 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.085929 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001216 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.65777 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010562 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.35897 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.905819 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000532 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.699392 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005371 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.267225 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.757249 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001464 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.65576 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.010885 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.251671 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.777178 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001464 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.680595 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007383 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.241515 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.750651 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001112 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.690676 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006242 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226888 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.017119 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000458 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.700211 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005294 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.299372 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.057846 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000243 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.678327 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00766 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.33078 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.069253 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001128 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.645898 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.012585 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.364831 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.156489 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000472 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.678356 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007657 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.361595 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.117007 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001217 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.642104 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.01329 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.384981 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.193725 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001588 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.689135 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006407 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.36235 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.168961 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001243 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.689653 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006351 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.354324 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.259998 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001775 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.707442 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.004653 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.363386 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.086546 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000256 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.697452 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005556 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.322284 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.077378 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000353 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.697046 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005595 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.319927 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.412565 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001093 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.728234 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003143 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.383747 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.402665 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000869 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.71688 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00391 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.393797 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.475931 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000986 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.763305 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001491 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.360608 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.43822 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00131 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.725959 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003286 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.393319 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.166957 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002001 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.696364 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005662 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.347187 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.174427 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001173 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.727621 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.003181 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.319625 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.130116 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000528 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.760719 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001582 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.278361 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.049169 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000931 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.745662 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002202 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.270644 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.164471 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000075 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.822359 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000306 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.232576 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.126443 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000321 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.821215 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000317 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.225948 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.136921 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000366 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.813958 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000396 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.234237 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.145842 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001448 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.633348 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.015033 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.404164 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.016079 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000695 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.780264 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000993 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.466518 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.088048 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001013 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.799674 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000597 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.452587 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.996697 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000063 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.807851 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000474 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.420523 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.874282 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000522 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.828618 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.365539 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.888662 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000971 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.8023 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000555 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.405643 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.04907 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002216 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.853831 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000102 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.360626 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.057797 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002425 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856595 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000092 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.35783 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.097363 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.002238 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.853191 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000105 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.370146 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.950782 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004318 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.805884 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000501 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.413734 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.004136 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004903 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.833466 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000213 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.383562 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.408145 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003656 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.856928 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.418141 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.39545 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004578 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.87559 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000041 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.381498 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 2.396069 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004176 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.869959 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000052 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.392072 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.91245 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004012 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.854326 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.0001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.335861 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.756119 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003423 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.806554 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000492 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.371565 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.680811 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.004359 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.836722 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000191 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.317566 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.658614 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.003725 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.820578 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000323 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.333486 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.269102 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00153 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.700601 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.005258 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.373131 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.145959 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000387 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.643807 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.01297 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.39318 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.082858 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001363 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.653523 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.011254 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.362045 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.178556 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.685255 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.006837 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.361592 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.179629 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000546 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.682425 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.007164 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.364746 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.175483 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001881 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.75802 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.001681 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.291976 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.107147 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002878 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.744496 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002257 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.286607 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.08058 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001087 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.812945 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000408 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.223451 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.065751 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001123 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.803295 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000539 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.228103 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.077109 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00157 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.796181 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000657 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.236295 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.165595 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002452 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.785227 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000876 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.265337 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.004066 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002789 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.788156 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000813 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.226345 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.995991 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003185 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.748237 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.002084 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.25493 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.064415 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003306 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.83504 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000202 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.202453 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.163231 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002379 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.868838 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000055 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.191349 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.084014 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002458 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.863762 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000068 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.182556 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.089267 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002446 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.857408 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000089 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.188738 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.967899 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00381 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.885133 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000026 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.146892 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.950022 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004129 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.895586 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.136234 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.926939 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004083 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91627 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.116978 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.923182 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00407 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923657 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.110569 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.85403 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.004954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.932666 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.095357 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.002151 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003351 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.933194 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111408 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.019492 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003311 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.935389 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.128770e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111259 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.021264 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003153 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.93717 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.749643e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.109748 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.054843 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00379 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954112 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.220602e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.09557 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.079487 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002911 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954457 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.167554e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.097408 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.165344 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001682 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.954859 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.107956e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.104657 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.167254 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00158 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.955207 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.058573e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.104395 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.233693 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000225 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.977662 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.709749e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.076565 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.231915 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000385 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.976245 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.465010e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.078928 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.235794 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000175 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.977514 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.778284e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.076958 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.240444 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000046 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.976092 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.560986e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.079739 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.316005 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00022 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.959597 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.755045e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.111395 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.428095 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001288 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.951639 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.663528e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.133089 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.45042 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000379 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.950872 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.825163e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.13632 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.492993 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000086 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.942286 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 4.707988e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.153137 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.452148 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000343 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.940207 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.795404e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151861 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.474327 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000108 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938445 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.871876e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156658 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.621162 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001296 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.92668 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.189811 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.469228 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000451 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923863 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.175702 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.432357 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000925 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.846046 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000137 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.260545 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.377994 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000566 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.855326 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000096 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.240952 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.364918 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000421 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.843604 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00015 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.250798 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.43044 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000272 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.894239 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000016 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.206683 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.448166 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000772 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.885942 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.218852 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.443134 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000533 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.896997 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000014 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.205297 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.407641 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000026 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.910917 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184052 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.348496 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000577 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.926335 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.158303 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.305667 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000193 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.931505 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147175 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.250699 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001162 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.914515 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.159715 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.260378 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001373 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.91365 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.16188 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.128132 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000572 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.913004 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000005 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.145514 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.10463 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000039 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.935068 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 9.397892e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.120882 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.244519 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00058 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.927106 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.145238 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.28113 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000021 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.936008 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.628279e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.139072 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.289314 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000102 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.938853 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 6.609089e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.136499 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.302327 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00067 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.937703 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.372545e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.139297 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.226221 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001223 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921338 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.149364 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.271462 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00102 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.928754 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.146497 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.29432 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00114 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.933253 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000001 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.143818 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.173048 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001079 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.915925 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.148384 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.155928 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001528 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.909925 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.152105 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.166394 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000655 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.885708 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000025 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.176486 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.198162 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000082 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.911554 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156018 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.161325 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.000219 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920687 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.142119 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.282883 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000493 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.917735 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000004 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.16028 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.323258 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001336 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.925351 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156499 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.179648 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001682 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.920544 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.144508 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.255065 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001035 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.922691 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151387 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.279565 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.00148 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921951 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.155174 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.260587 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001534 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.921255 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.153641 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.270064 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.001508 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.923916 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151825 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.231477 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000807 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.919809 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000003 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.151646 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.222102 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000492 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.905694 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000008 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.165133 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.409027 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000065 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.936561 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 8.200526e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.152225 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.421976 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000548 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.948403 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.436239e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.137233 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.471186 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000095 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.957851 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.390613e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.127369 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.60584 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001488 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.95263 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.472420e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.147996 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.673268 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001304 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.963444 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.183889e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.134318 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.66602 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00241 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.975093 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 3.266856e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.109395 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.634111 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002551 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.97671 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 2.191690e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.10363 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.701104 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001921 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.981709 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.198317e-10 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.095235 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.711497 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00195 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.977776 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.658160e-09 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.105936 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.70884 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002364 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.98072 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 7.114856e-10 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.098296 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.531008 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001054 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967089 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.708938e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.11628 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.558925 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001544 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.967452 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.600265e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.117713 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.582462 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.00134 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.969066 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 1.183335e-08 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.116341 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.491494 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000216 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.94075 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 5.493160e-07 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.155197 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.424941 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000136 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.925418 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.168441 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 1.199536 Name: beta, dtype: float64 alpha: Equity(0 [2330]) 0.000136 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.822753 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000302 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.239225 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.861618 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.003115 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.803369 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000538 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.184365 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.831078 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002422 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.83683 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00019 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.156953 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.836578 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002453 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.835966 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000196 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.158535 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.821515 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.002697 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.837153 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000188 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.154947 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.920967 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001291 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.867029 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00006 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.152782 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.866769 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001881 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.857061 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00009 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.150415 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.872993 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001954 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.858595 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.000085 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.150472 Name: stderr, dtype: float64 ==================================================================================================== Beta: Equity(0 [2330]) 0.902893 Name: beta, dtype: float64 alpha: Equity(0 [2330]) -0.001501 Name: alpha, dtype: float64 r_value: Equity(0 [2330]) 0.88992 Name: r_value, dtype: float64 p_value: Equity(0 [2330]) 0.00002 Name: p_value, dtype: float64 stderr: Equity(0 [2330]) 0.133589 Name: stderr, dtype: float64
from zipline.pipeline.factors import RollingSpearmanOfReturns
from zipline.pipeline.filters import StaticAssets
from zipline import run_algorithm
from zipline.api import symbol, attach_pipeline, pipeline_output
def make_pipeline():
regressor = RollingSpearmanOfReturns(
target = symbol("IR0001"),
returns_length = 2,
correlation_length = 14,
)
return Pipeline(
columns = {
"RollingSpearmanOfReturns": regressor
}, screen = ~StaticAssets([symbol("IR0001")])
)
def initialize(context):
my_pipe = attach_pipeline(make_pipeline(), 'my_pipe')
def handle_data(context, data):
pipe = pipeline_output('my_pipe')
print("=" * 100)
print(pipe)
def analyze(context, perf):
pass
results = run_algorithm(
start = start_time,
end = end_time,
initialize = initialize,
capital_base = 1e6,
handle_data = handle_data,
analyze = analyze,
bundle = 'tquant'
)
==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.904291 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.926293 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.926293 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.860287 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.875688 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.880089 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.915292 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.778878 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.809681 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.770077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.968097 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.939495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.952696 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.952696 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.935094 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.939495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.875688 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.69747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79868 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.743937 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.743937 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.766012 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.779257 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.768936 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.782271 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802272 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.823198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.754228 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.787601 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.819902 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806642 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806642 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828742 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.791172 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.782332 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832098 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.836548 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.864102 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.792502 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.735107 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.796917 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.827823 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.827823 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.743937 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.730691 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.750275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.750275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.613187 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.630769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.652747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.815385 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.705495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.749451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.762637 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.512088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.6 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.463736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.538462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.437363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.41978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.336264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.397802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.252747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.059341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.156044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.2 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.296703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.257143 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.279121 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.345055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.512088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.56044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.573626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.731868 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.718681 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.643956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.661538 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.815385 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.679121 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.6 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.586813 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.630769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.67033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.582418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.683516 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.679121 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.665934 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.626374 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.635165 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.630769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.674725 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89109 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.88987 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.874451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854628 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.817183 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.788548 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.709253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.709253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.709253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784143 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.684269 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.705495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.829483 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.849285 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.822883 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.834804 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.830398 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.839209 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.764319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.843614 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.865641 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.843614 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.774842 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.827823 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.853686 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.853686 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.869087 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.902091 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.904291 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.882289 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.864687 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.864687 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.871288 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863438 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.880803 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894048 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.739522 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.795605 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.760047 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.735107 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.730691 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.717446 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.717446 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.717446 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.657866 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.562919 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.666667 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.666667 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.706271 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.710671 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.860287 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.683516 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.63956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.591209 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.481319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.468132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.481319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.551648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.564835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.503297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.582418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.582418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.516484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.67033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.855886 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.882289 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.818993 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.814577 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.735107 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.814577 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.814577 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.849898 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.770427 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832238 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832238 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.779257 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.833884 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.886689 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.822883 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.822883 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.963697 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.958152 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.953747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.958152 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.93172 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.936126 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.940531 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.949342 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.959297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.959297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.840485 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.774478 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.655666 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.523653 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.347635 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.475248 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.338834 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.404841 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.465788 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.448128 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.549674 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.58941 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.673268 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.774478 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.793407 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.762637 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.771429 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.809681 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.749451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.692308 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.630769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.52967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.604396 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.626374 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.749451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.793407 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.793407 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.873488 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.831684 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.831684 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.875688 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.853686 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.853686 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.849285 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.915292 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.978022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.978022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89329 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89329 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.930694 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.930694 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.946095 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.946095 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.939495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.921893 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.919693 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.919693 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.873488 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.915292 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.924954 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964689 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.965897 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.952696 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.961497 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.957096 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.948295 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.941695 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.941695 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.919693 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.910892 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.969231 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.815385 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.749451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.665934 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.635864 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.631464 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.671068 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79208 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.799561 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.77313 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.867844 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.779738 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806169 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806169 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828196 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81498 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828196 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.869087 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.917492 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.937294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.937294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.928493 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.913092 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.908691 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.930694 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.930694 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.904291 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.886689 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.767033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.582418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.67033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.573626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.661538 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.692308 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.714286 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.520879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.604396 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.648352 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.674725 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.793407 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.767033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.946095 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.937294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.941695 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.928493 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.941695 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.924093 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.950496 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.937294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.973626 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.978022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.92967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.969231 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.884489 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.884489 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.888889 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.875688 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.638064 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.638064 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.719472 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.719472 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.481848 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.578022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.67033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.551648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.556044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.63956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.30989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.459341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.578022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.652747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.701099 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.736264 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.942857 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.96044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.863736 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.885714 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.864687 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89109 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.833884 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.761277 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.633664 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.543455 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.666667 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.583059 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.587459 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.59186 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.60066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.528053 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.525853 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.638064 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.582418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.564835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.52967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.767033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.815385 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.753846 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.749451 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.868132 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.846154 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.841758 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.731868 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.657143 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.762637 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.683516 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.718681 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.652747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.512088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.432967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.327473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.476923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.323077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.327473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.287912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.428571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.56044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.569231 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.507692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.556044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.534066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.516484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.52967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.613187 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.643956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.6 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.626374 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.674725 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.692308 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.69967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.69967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.706271 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.730473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.671068 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.715072 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745875 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.705495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.402198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.507692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.318681 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.38022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.428571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.525275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.613187 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.652747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.705495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.701099 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.701099 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.705495 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.841758 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.815385 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.771429 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.731868 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.793407 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.800881 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.827283 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.814082 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.840485 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89769 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.924093 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947029 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.899891 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.860287 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.902879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894048 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.902879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.911709 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.845483 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.818993 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.805747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.810162 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.743937 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.818993 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.792502 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.774478 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.750275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.666667 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.750275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.69527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.69527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.816282 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.776678 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.757182 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.721861 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.721861 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.664466 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.704201 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.695371 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.805747 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832238 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.827823 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.831684 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.757182 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.721861 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.624863 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.726073 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.715072 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.754676 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.728273 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.756876 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.743675 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79428 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.79868 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.704071 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.63956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.745055 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.683516 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.70989 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.714286 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.753846 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.758242 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.78022 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.767033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.841758 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.692308 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.771429 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.771429 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.63956 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.674725 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.740659 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.784615 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.674725 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.67033 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.696703 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.687912 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.806593 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.824176 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.797802 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.81978 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.771429 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.762637 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.775824 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.789011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.847085 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.858086 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.844885 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.910892 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.906491 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.932894 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.921893 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.935094 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.935094 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.935094 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.943895 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.932894 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.937294 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.982418 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.986813 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.986813 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.881319 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.956044 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.894505 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.903297 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.920879 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.925275 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.938462 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.912088 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.916484 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.907692 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.850549 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.859341 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.841758 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.849285 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.858086 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.855886 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.89011 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.854945 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.841758 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.898901 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.934066 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.947253 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.964835 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.951648 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.991209 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.991209 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.727473 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.723077 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.802198 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.837363 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.876923 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.832967 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.828571 ==================================================================================================== RollingSpearmanOfReturns Equity(0 [2330]) 0.872527
from zipline.pipeline.factors import SimpleBeta
from zipline.pipeline.filters import StaticAssets
from zipline import run_algorithm
from zipline.api import symbol, attach_pipeline, pipeline_output
def make_pipeline():
Beta = SimpleBeta(
target = symbol("IR0001"),
regression_length = 30
)
return Pipeline(
columns = {
"SimpleBeta": Beta
}, screen = ~StaticAssets([symbol("IR0001")])
)
def initialize(context):
my_pipe = attach_pipeline(make_pipeline(), 'my_pipe')
def handle_data(context, data):
pipe = pipeline_output('my_pipe')
print("=" * 100)
print(pipe)
def analyze(context, perf):
pass
results = run_algorithm(
start = start_time,
end = end_time,
initialize = initialize,
capital_base = 1e6,
handle_data = handle_data,
analyze = analyze,
bundle = 'tquant'
)
==================================================================================================== SimpleBeta Equity(0 [2330]) 2.118428 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.104674 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.986685 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.437257 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.373916 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.399631 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.438815 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.44381 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.33807 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.332773 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.343458 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.345029 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.34321 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.348084 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.331513 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.318237 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.364871 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.368768 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.368339 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.364836 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.331854 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.31928 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.300876 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.29502 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.263752 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.263326 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.262963 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.255503 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.242196 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.255894 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.238562 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.280369 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.288108 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.469362 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.55355 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.550606 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.537415 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.5221 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.801957 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.786154 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.782436 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.796245 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.799416 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.785731 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.787143 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.842645 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.792324 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.097661 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.075571 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.925275 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.003665 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.973019 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.961785 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.946905 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.959557 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.915829 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.932468 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.8857 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.916025 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.991159 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.969338 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.912875 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.825407 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.807765 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.804924 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.816135 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.822919 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.870411 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.879614 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.856489 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.833231 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.826425 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.79885 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.802093 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.767284 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.794697 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.689948 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.314411 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.313565 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.450058 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.431372 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.412069 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.414037 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.365904 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.327169 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.394549 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.438187 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.473155 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.433898 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.433184 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.421639 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.404609 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.485355 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.489966 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.488666 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.427972 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.435822 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.349463 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.361121 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.349003 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.363782 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.3901 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.400005 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.398642 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.362447 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.35353 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.384966 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.381958 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.373165 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.422944 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.684848 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.689512 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.65815 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.666568 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.632749 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.618733 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.571571 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.533599 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.530979 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.471934 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.486584 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.478802 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.485963 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.523051 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.514718 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.632473 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.413863 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.43923 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.419692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454371 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.46046 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.45421 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.429712 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.417268 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.461774 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.477425 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.424718 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.428287 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.566816 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.556656 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.400952 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.294782 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.294277 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.245419 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.292899 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.20327 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.133742 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.100468 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.097012 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.070285 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.132039 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.159783 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.161742 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.099204 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.08949 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.001923 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.015489 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.002516 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.990432 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.987692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.977208 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.080317 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.061785 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.15829 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.110869 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.165665 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.196045 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.108925 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.114171 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.126327 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.164484 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.179513 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.186723 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.182269 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.176171 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.203951 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.224259 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.281831 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.281868 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.29884 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.283524 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.33286 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.329414 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.322132 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.320478 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.34572 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.319006 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.323769 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.335984 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.337656 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.345068 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.339635 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.348383 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.340434 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.345476 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.341735 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.342752 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.676984 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.654035 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.654995 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.60429 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.580894 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.579332 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.582649 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.614015 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.629587 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.664812 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.544194 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.546578 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505309 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.518275 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.455505 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.441423 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.45573 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.456812 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.459605 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.51933 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.51956 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.501669 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505029 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.488342 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.460047 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.444882 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.463939 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.48369 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.474843 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.491264 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.549245 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.495816 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.482144 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.458895 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.467083 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.482576 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.486465 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.440665 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454139 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.417769 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.452857 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.477354 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.518721 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.50945 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.507029 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.528045 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.531109 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.584465 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.609959 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.656128 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.63243 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.640523 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.64088 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.628164 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.68687 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.708466 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.716032 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.726822 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.799912 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.764095 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.602728 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.820776 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.846634 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.09722 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.1164 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.993218 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.039016 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.118913 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.11638 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.110273 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.19959 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.206525 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.188291 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.199878 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.195078 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.241845 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.233158 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.017775 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.981517 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.900494 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.957175 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.918627 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.902305 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.912245 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.918361 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.985139 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.955314 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.95439 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.9259 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.956182 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.976782 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.965521 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.952651 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.832756 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.854169 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.91162 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.859199 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.85092 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.82319 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.987527 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.955843 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.926196 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.946738 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.005615 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.781056 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.75591 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.742976 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.483578 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.493572 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.491997 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.501672 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.497789 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.481155 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.555153 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.529509 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.309167 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.320478 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.437198 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.462766 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.450545 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.42218 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.421429 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.345207 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.409338 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.420128 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.440921 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.44453 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.445002 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.576629 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.560915 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.565647 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.609951 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.633309 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.560899 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.654249 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.697982 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.704394 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.90911 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.903189 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.964436 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.991638 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.030858 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.084027 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.144617 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.130246 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.242519 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.259967 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.263039 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.254546 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.221149 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.238599 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.238821 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.26022 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.300485 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.314109 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.301186 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.258123 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.266058 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.273675 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.258912 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.253475 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.160644 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.148319 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.130778 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.093541 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.216392 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.177197 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.952117 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.957812 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.947413 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.918413 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.901883 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.905071 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.810371 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.80259 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.659189 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.610484 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.596756 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.6028 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.6064 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.572111 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.55954 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.527829 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.498956 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.495299 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.474353 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.456875 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.408465 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.379396 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.38582 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.431116 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.446451 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.427296 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.445101 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454954 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.442527 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.445789 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.504412 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.484407 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.514292 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505173 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.451068 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.429079 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.335366 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.310808 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.263698 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.418962 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.434864 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.447435 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.444712 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.439104 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.532123 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.566258 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.58161 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.590262 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.591475 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.662322 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.666222 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.655614 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.678069 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.643905 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.56806 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.552287 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.499733 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.501123 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505789 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.521041 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505505 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.558786 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.548813 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.561692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.573401 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.616332 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.598143 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.602356 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.677582 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.605766 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.609349 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.613499 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.621987 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.631021 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.534965 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.567376 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.527565 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.507589 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.517515 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.532412 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.502314 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.497027 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.47462 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.478653 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.610676 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.624817 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.631095 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.6383 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.68826 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.866841 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.918399 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.935646 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.964101 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.95875 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.020493 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.044169 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.249103 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.269721 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.315851 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.319513 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.323852 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.346853 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.333327 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.370667 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.436028 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.299654 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.252122 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.194 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.150655 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.138067 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.176452 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.183754 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.199203 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.235692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.215315 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.212455 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.233156 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.232934 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.224942 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.198845 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.178652 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.172521 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.142079 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.143987 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.134069 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.120586 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.110177 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.106957 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.112224 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.143757 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.139748 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.136662 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.13169 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.107144 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.10905 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.092702 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.080691 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.092017 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.080576 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.083887 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.078608 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.085642 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.065661 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.069688 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.081727 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.988514 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.992408 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.024007 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.027776 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.998042 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.893965 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.056986 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.091615 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.088038 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.067629 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.067791 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.0662 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.067859 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.079698 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.075497 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.069296 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.077218 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.068579 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.066731 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.059272 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.058708 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.059405 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.05573 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.050165 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.100855 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.103734 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.09865 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.099617 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.098534 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.095896 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.128935 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.15656 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.154386 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.15757 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.157379 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.311989 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.251725 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.216118 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.232152 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.306329 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.308516 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.27986 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.23214 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.215609 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.249246 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.246887 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.225233 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.249992 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.222879 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.22397 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.230714 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.247912 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.254633 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.269899 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.046321 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.044374 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.065613 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.075821 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.089883 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.111075 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.159768 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.168515 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.127745 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.167414 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.18456 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.168517 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.169773 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.173312 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.180233 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.178993 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.152931 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.154605 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.209789 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.196961 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.132018 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.163405 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.193326 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.213337 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.239823 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.242627 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.246 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.116422 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.106617 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.049747 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.076537 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.124153 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.169393 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.168327 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.31113 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.286586 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.301389 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.205914 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.864805 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.826899 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.896071 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.02935 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.082465 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.088446 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.016976 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.989787 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.974891 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.955601 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.945182 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.973378 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.04013 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.085563 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.084723 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.145209 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.122504 ==================================================================================================== SimpleBeta Equity(0 [2330]) 2.144002 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.796884 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.782711 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.807758 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.80712 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.808596 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.783536 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.807424 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.813525 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.767718 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.785232 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.776286 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.844168 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454266 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.462474 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.436494 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.421834 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.399218 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.364026 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.364642 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.42139 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.440532 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.448999 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454291 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.40495 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.371601 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.274369 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.283457 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.233863 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.235652 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.224303 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.345819 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.380553 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.380158 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.403175 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.398899 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.406805 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.3755 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.359987 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.338578 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.343499 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.364059 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.344902 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.33645 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.334817 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.324051 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.303473 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.303569 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.322806 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.314228 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.23744 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.210608 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.247412 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.237391 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.276235 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.261469 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.447013 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.430807 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.498501 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.502488 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.683607 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.683093 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.718364 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.742559 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.7241 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.701969 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.708883 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.706606 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.687021 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.703475 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.689719 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.675826 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.697608 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.699598 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.670983 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.689544 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.701368 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.739385 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.743266 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.777009 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.811808 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.74822 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.654113 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.651597 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.640692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.654792 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.540867 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.582151 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.598376 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.59511 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.403143 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.400045 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.360268 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.334893 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.312855 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.307474 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.265488 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.306141 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.347711 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.341983 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.240526 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.229662 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.290073 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.181769 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.178981 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.221048 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.085663 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.163479 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.265171 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.33995 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.332973 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.351526 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.391541 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.35244 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.383495 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.391533 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.415159 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.417084 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.415846 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.391718 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.405522 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.418297 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.426597 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.433857 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.465513 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.449751 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.471294 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.455475 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.441964 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.464589 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.473781 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.478557 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.465486 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.490116 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.483207 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.46037 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.497575 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.457735 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.426041 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.406702 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.407868 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.403948 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.422284 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.505447 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.467326 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.467232 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.474891 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.477354 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.477503 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.509908 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.520692 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.515218 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.517896 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.514872 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.512404 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.522604 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.577242 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.55934 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.542061 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.481231 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.520109 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.540898 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.469389 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.496067 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454197 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.445885 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.463927 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.460799 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.322573 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.090744 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.086472 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.079068 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.109733 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.045392 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.937108 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.744278 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.75235 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.784181 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.730523 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.737909 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.729001 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.727527 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.72656 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.723295 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.752547 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.753715 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.751094 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.751543 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.765492 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.774312 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.775782 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.766443 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.766678 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.755422 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.7522 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.752285 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.769249 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.770278 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.761787 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.798524 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.794325 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.799407 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.823646 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.818312 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.854112 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.978716 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.949674 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.936127 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.058102 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.335006 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.315252 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.382614 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.40873 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.396713 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.281129 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.289483 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.20613 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.275238 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.286995 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.285936 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.208171 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.404482 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.454051 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.264976 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.22516 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.247551 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.191102 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.172331 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.112196 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.076173 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.002473 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.983148 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.865896 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.867862 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.733778 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.754558 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.774759 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.778091 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.775379 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.810099 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.80326 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.790422 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.798558 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.791321 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.682436 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.771672 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.775548 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.798468 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.788043 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.84032 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.87941 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.810054 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.795533 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.847537 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.860427 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.864501 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.900097 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.884539 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.909658 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.917505 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.962937 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.946497 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.948983 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.947249 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.959655 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.964385 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.957006 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.989552 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.976827 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.002162 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.005122 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.042235 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.087289 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.102905 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.08144 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.078982 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.067067 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.087512 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.035889 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.002443 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.952811 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.952717 ==================================================================================================== SimpleBeta Equity(0 [2330]) 0.957669 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.127562 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.140132 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.15104 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.120317 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.11805 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.113382 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.118987 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.124456 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.142535 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.141481 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.145313 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.13043 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.127759 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.123439 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.125892 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.182169 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.154063 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.16762 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.15373 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.146556 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.146351 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.331382 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.409355 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.406829 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.430644 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.540684 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.542845 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.664032 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.754449 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.752258 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.231312 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.175967 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.118642 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.098556 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.210557 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.251276 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.261283 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.279617 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.275895 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.283858 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.250572 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.273754 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.18395 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.186769 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.193444 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.107074 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.173827 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.072605 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.077693 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.084241 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.102834 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.097211 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.142442 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.152261 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.148686 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.214366 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.449245 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.519143 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.4771 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.476161 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.698689 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.701445 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.736934 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.802912 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.663349 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.653765 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.802269 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.791135 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.811511 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.622199 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.655273 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.590709 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.657426 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.488861 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.457183 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.413142 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.444365 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.48294 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.448999 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.458968 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.434749 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.440905 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.446136 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.45315 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.388354 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.335402 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.214999 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.209332 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.126857 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.119483 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.100457 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.079661 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.03017 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.026303 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.021072 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.060163 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.048131 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.045941 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.051841 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.073686 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.127625 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.13378 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.13761 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.170437 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.184478 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.189153 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.159107 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.175846 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.185368 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.199736 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.190139 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.195912 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.203955 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.191572 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.208969 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.212773 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.204041 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.234624 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.282168 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.285035 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.283171 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.286958 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.34224 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.375005 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.399281 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.315448 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.294598 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.344821 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.353925 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.34974 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.324675 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.327917 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.341304 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.355963 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.277045 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.269614 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.260269 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.242009 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.211552 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.215487 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.240273 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.223296 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.244067 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.268328 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.277596 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.28159 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.272632 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.258205 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.296067 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.314551 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.341774 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.356408 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.372011 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.368026 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.365122 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.441132 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.443089 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.423504 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.387244 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.391438 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.387643 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.365164 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.351128 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.283979 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.242294 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.210354 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.225087 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.207092 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.233086 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.215484 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.199251 ==================================================================================================== SimpleBeta Equity(0 [2330]) 1.202016
from zipline.pipeline.factors import RSI
def make_pipeline():
return Pipeline(
columns = {
"RSI": RSI(
inputs = [TWEquityPricing.close],
window_length = 87
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
RSI | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 60.436893 |
Equity(1 [IR0001]) | 60.170946 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 60.436893 |
Equity(1 [IR0001]) | 59.138719 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 57.793765 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 41.305609 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 40.030904 |
Equity(1 [IR0001]) | 41.586548 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 39.244412 |
Equity(1 [IR0001]) | 40.149446 |
2146 rows × 1 columns
from zipline.pipeline.factors import VWAP
def make_pipeline():
return Pipeline(
columns = {
"VWAP": VWAP(
inputs = [TWEquityPricing.close, TWEquityPricing.volume],
window_length = 87
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
VWAP | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 238.161039 |
Equity(1 [IR0001]) | 18491.679435 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 238.608356 |
Equity(1 [IR0001]) | 18499.878408 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 238.922956 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 33489.451784 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 551.037441 |
Equity(1 [IR0001]) | 33419.285813 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 549.093145 |
Equity(1 [IR0001]) | 33317.315573 |
2146 rows × 1 columns
from zipline.pipeline.factors import WeightedAverageValue
def make_pipeline():
return Pipeline(
columns = {
"WeightedAverageValue": WeightedAverageValue(
inputs = [TWEquityPricing.high, TWEquityPricing.volume],
window_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
WeightedAverageValue | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 260.303304 |
Equity(1 [IR0001]) | 0.000000 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 260.971786 |
Equity(1 [IR0001]) | 0.000000 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 260.065718 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 0.000000 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 501.895564 |
Equity(1 [IR0001]) | 0.000000 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 498.581515 |
Equity(1 [IR0001]) | 0.000000 |
2146 rows × 1 columns
from zipline.pipeline.factors import PercentChange
def make_pipeline():
return Pipeline(
columns = {
"PercentChange": PercentChange(
inputs = [TWEquityPricing.close],
window_length = 2
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
PercentChange | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 0.017647 |
Equity(1 [IR0001]) | 0.005086 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 |
Equity(1 [IR0001]) | -0.003049 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | -0.025048 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | -0.005615 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | -0.013065 |
Equity(1 [IR0001]) | -0.009731 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | -0.030550 |
Equity(1 [IR0001]) | -0.025612 |
2146 rows × 1 columns
from zipline.pipeline.factors import PeerCount, Returns
def make_pipeline():
Ret = Returns(inputs = [TWEquityPricing.close], window_length = 2)
quarter = Ret.quartiles()
return Pipeline(
columns = {
"PeerCount": PeerCount(
inputs = [quarter]
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
PeerCount | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 1.0 |
Equity(1 [IR0001]) | 1.0 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 1.0 |
Equity(1 [IR0001]) | 1.0 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 1.0 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | 1.0 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 1.0 |
Equity(1 [IR0001]) | 1.0 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 1.0 |
Equity(1 [IR0001]) | 1.0 |
2146 rows × 1 columns
from zipline.pipeline.factors import RateOfChangePercentage
def make_pipeline():
return Pipeline(
columns = {
"RateOfChangePercentage": RateOfChangePercentage(
inputs = [TWEquityPricing.close],
window_length = 10
)
}
)
run_pipeline(make_pipeline(), start_time, end_time)
RateOfChangePercentage | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 1.565558 |
Equity(1 [IR0001]) | 0.084375 | |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | -0.764818 |
Equity(1 [IR0001]) | -0.936954 | |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | -4.887218 |
... | ... | ... |
2022-06-29 00:00:00+00:00 | Equity(1 [IR0001]) | -2.510118 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | -3.346457 |
Equity(1 [IR0001]) | -2.663798 | |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | -4.990020 |
Equity(1 [IR0001]) | -3.973330 |
2146 rows × 1 columns
阿隆指標,計算從指定期間 (window_length) 股價最高/低點到現在的時間,回傳一組 (down, up),數值介於 0 - 100。
計算方式:
up = 取期間 EquityPricing.high 最高那日index,除以 (window_length - 1),再乘上100
down = 取期間 EquityPricing.low 最低那日index,除以 (window_length - 1),再乘上100
100 = 期間最後一日達到最高/低,0 = 期間第一日達到最高/低
不推薦以下使用方式。這種方式會產出帶有 tuple 格式的 DataFrame,在某些 pandas 版本(例如:1.5.3)下會出現ValueError: no types given
的錯誤。
def make_pipeline():
return Pipeline(
columns = {
"Aroon": Aroon(
inputs = [TWEquityPricing.high, TWEquityPricing.low],
window_length = 10,
mask = StaticSids([0])
)
}, screen=StaticSids([0])
)
from zipline.pipeline.factors import Aroon
from zipline.pipeline.filters import StaticSids
def make_pipeline():
aroon = Aroon(inputs = [TWEquityPricing.high, TWEquityPricing.low],
window_length = 10,
mask = StaticSids([0]))
return Pipeline(
columns = {
"up": aroon.up,
"down": aroon.down,
}, screen=StaticSids([0])
)
run_pipeline(make_pipeline(), start_time, end_time)
up | down | ||
---|---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 22.222222 | 0.000000 |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 11.111111 | 44.444444 |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 | 100.000000 |
2018-02-07 00:00:00+00:00 | Equity(0 [2330]) | 66.666667 | 100.000000 |
2018-02-08 00:00:00+00:00 | Equity(0 [2330]) | 55.555556 | 88.888889 |
... | ... | ... | ... |
2022-06-27 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 | 100.000000 |
2022-06-28 00:00:00+00:00 | Equity(0 [2330]) | 22.222222 | 88.888889 |
2022-06-29 00:00:00+00:00 | Equity(0 [2330]) | 11.111111 | 77.777778 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 | 66.666667 |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 | 100.000000 |
1073 rows × 2 columns
快速隨機指標 (K值),0-100,通常超過 80 有超買跡象,低於 20 有超賣跡象;D 值通常為 K 值三日 SMA。
計算方式: (最後收盤價 - 期間最低) / (期間最高 - 期間最低) * 100
from zipline.pipeline.factors import FastStochasticOscillator
def make_pipeline():
return Pipeline(
columns = {
"FastStochasticOscillator": FastStochasticOscillator(
inputs = [TWEquityPricing.close, TWEquityPricing.low, TWEquityPricing.high],
window_length = 10,
mask = StaticSids([0])
)
}, screen=StaticSids([0])
)
run_pipeline(make_pipeline(), start_time, end_time)
FastStochasticOscillator | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 55.172414 |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 53.571429 |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 16.129032 |
2018-02-07 00:00:00+00:00 | Equity(0 [2330]) | 16.666667 |
2018-02-08 00:00:00+00:00 | Equity(0 [2330]) | 20.000000 |
... | ... | ... |
2022-06-27 00:00:00+00:00 | Equity(0 [2330]) | 4.808313 |
2022-06-28 00:00:00+00:00 | Equity(0 [2330]) | 43.548387 |
2022-06-29 00:00:00+00:00 | Equity(0 [2330]) | 40.322581 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 19.354839 |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 0.000000 |
1073 rows × 1 columns
真實波動幅度,從
今天最高 - 今天最低
|今天最高 - 昨天收盤|
|今天最低 - 昨天收盤|
中挑出最大值,數值越大代表波動性越大。
from zipline.pipeline.factors import TrueRange
def make_pipeline():
return Pipeline(
columns = {
"TrueRange": TrueRange(
inputs = [TWEquityPricing.high, TWEquityPricing.low, TWEquityPricing.close],
window_length = 2,
mask = StaticSids([0])
)
}, screen=StaticSids([0])
)
run_pipeline(make_pipeline(), start_time, end_time)
TrueRange | ||
---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 6.0 |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 5.0 |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 9.0 |
2018-02-07 00:00:00+00:00 | Equity(0 [2330]) | 19.0 |
2018-02-08 00:00:00+00:00 | Equity(0 [2330]) | 6.5 |
... | ... | ... |
2022-06-27 00:00:00+00:00 | Equity(0 [2330]) | 7.0 |
2022-06-28 00:00:00+00:00 | Equity(0 [2330]) | 19.5 |
2022-06-29 00:00:00+00:00 | Equity(0 [2330]) | 4.0 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 7.5 |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 15.0 |
1073 rows × 1 columns
輸出順序為 "tenkan_sen" 轉換線, "kijun_sen" 基準線, "senkou_span_a" 先行帶A, "senkou_span_b" 先行帶B, "chikou_span" 遲行帶
"tenkan_sen" 轉換線:(9日最高 + 9日最低) / 2
"kijun_sen" 基準線:(26日最高 + 26日最低) / 2
"senkou_span_a" 先行帶A:前兩項平均
"senkou_span_b" 先行帶B:(52日最高 + 52日最低) / 2
"chikou_span" 遲行帶:26天前收盤價
不推薦以下使用方式。這種方式會產出帶有 tuple 格式的 DataFrame,在某些 pandas 版本(例如:1.5.3)下會出現ValueError: no types given
的錯誤。
def make_pipeline():
return Pipeline(
columns = {
"IchimokuKinkoHyo": IchimokuKinkoHyo(
inputs = [TWEquityPricing.high, TWEquityPricing.low, TWEquityPricing.close],
window_length = 52,
mask = StaticSids([0])
)
}, screen=StaticSids([0])
)
from zipline.pipeline.factors import IchimokuKinkoHyo
def make_pipeline():
Ich = IchimokuKinkoHyo(
inputs = [TWEquityPricing.high, TWEquityPricing.low, TWEquityPricing.close],
window_length = 52,
mask = StaticSids([0])
)
return Pipeline(
columns = {
"tenkan_sen": Ich.tenkan_sen,
"kijun_sen": Ich.kijun_sen,
"senkou_span_a": Ich.senkou_span_a,
"senkou_span_b": Ich.senkou_span_b,
"chikou_span": Ich.chikou_span
}, screen=StaticSids([0])
)
run_pipeline(make_pipeline(), start_time, end_time)
tenkan_sen | kijun_sen | senkou_span_a | senkou_span_b | chikou_span | ||
---|---|---|---|---|---|---|
2018-02-02 00:00:00+00:00 | Equity(0 [2330]) | 259.00 | 245.50000 | 252.250000 | 244.250000 | 225.000000 |
2018-02-05 00:00:00+00:00 | Equity(0 [2330]) | 259.00 | 245.50000 | 252.250000 | 244.250000 | 226.000000 |
2018-02-06 00:00:00+00:00 | Equity(0 [2330]) | 257.25 | 246.25000 | 251.750000 | 244.250000 | 229.500000 |
2018-02-07 00:00:00+00:00 | Equity(0 [2330]) | 249.00 | 248.50000 | 248.750000 | 244.250000 | 232.500000 |
2018-02-08 00:00:00+00:00 | Equity(0 [2330]) | 247.75 | 249.25000 | 248.500000 | 244.250000 | 237.000000 |
... | ... | ... | ... | ... | ... | ... |
2022-06-27 00:00:00+00:00 | Equity(0 [2330]) | 500.50 | 520.98723 | 510.743615 | 529.938605 | 519.179764 |
2022-06-28 00:00:00+00:00 | Equity(0 [2330]) | 500.50 | 520.98723 | 510.743615 | 529.938605 | 527.136542 |
2022-06-29 00:00:00+00:00 | Equity(0 [2330]) | 500.50 | 520.98723 | 510.743615 | 529.938605 | 525.147348 |
2022-06-30 00:00:00+00:00 | Equity(0 [2330]) | 495.50 | 520.98723 | 508.243615 | 526.457515 | 517.190570 |
2022-07-01 00:00:00+00:00 | Equity(0 [2330]) | 491.00 | 516.48723 | 503.743615 | 521.957515 | 521.168959 |
1073 rows × 5 columns