..
|
data
|
01-Introduction-To-Causality.ipynb
|
02-Randomised-Experiments.ipynb
|
03-Stats-Review-The-Most-Dangerous-Equation.ipynb
|
04-Graphical-Causal-Models.ipynb
|
05-The-Unreasonable-Effectiveness-of-Linear-Regression.ipynb
|
06-Grouped-and-Dummy-Regression.ipynb
|
07-Beyond-Confounders.ipynb
|
08-Instrumental-Variables.ipynb
|
09-Non-Compliance-and-LATE.ipynb
|
10-Matching.ipynb
|
11-Propensity-Score.ipynb
|
12-Doubly-Robust-Estimation.ipynb
|
13-Difference-in-Differences.ipynb
|
14-Panel-Data-and-Fixed-Effects.ipynb
|
15-Synthetic-Control.ipynb
|
16-Regression-Discontinuity-Design.ipynb
|
17-Predictive-Models-101.ipynb
|
18-Heterogeneous-Treatment-Effects-and-Personalization.ipynb
|
19-Evaluating-Causal-Models.ipynb
|
20-Plug-and-Play-Estimators.ipynb
|
21-Meta-Learners.ipynb
|
22-Debiased-Orthogonal-Machine-Learning.ipynb
|
23-Challenges-with-Effect-Heterogeneity-and-Nonlinearity.ipynb
|
24-The-Diff-in-Diff-Saga.ipynb
|
25-Synthetic-Diff-in-Diff.ipynb
|
Conformal-Inference-for-Synthetic-Control.ipynb
|
Debiasing-with-Orthogonalization.ipynb
|
Debiasing-with-Propensity-Score.ipynb
|
KOR-01-Introduction-To-Causality.ipynb
|
KOR-02-Randomised-Experiments.ipynb
|
KOR-03-Stats-Review-The-Most-Dangerous-Equation.ipynb
|
KOR-04-Graphical-Causal-Models.ipynb
|
KOR-05-The-Unreasonable-Effectiveness-of-Linear-Regression.ipynb
|
KOR-06-Grouped-and-Dummy-Regression.ipynb
|
KOR-07-Beyond-Confounders.ipynb
|
KOR-08-Instrumental-Variables.ipynb
|
KOR-09-Non-Compliance-and-LATE.ipynb
|
KOR-10-Matching.ipynb
|
KOR-11-Propensity-Score.ipynb
|
KOR-12-Doubly-Robust-Estimation.ipynb
|
KOR-13-Difference-in-Differences.ipynb
|
KOR-14-Panel-Data-and-Fixed-Effects.ipynb
|
KOR-15-Synthetic-Control.ipynb
|
KOR-16-Regression-Discontinuity-Design.ipynb
|
KOR-17-Predictive-Models-101.ipynb
|
KOR-18-Heterogeneous-Treatment-Effects-and-Personalization.ipynb
|
KOR-19-Evaluating-Causal-Models.ipynb
|
KOR-20-Plug-and-Play-Estimators.ipynb
|
KOR-21-Meta-Learners.ipynb
|
KOR-22-Debiased-Orthogonal-Machine-Learning.ipynb
|
KOR-23-Challenges-with-Effect-Heterogeneity-and-Nonlinearity.ipynb
|
KOR-24-The-Diff-in-Diff-Saga.ipynb
|
KOR-Debiasing-with-Orthogonalization.ipynb
|
KOR-Debiasing-with-Propensity-Score.ipynb
|
KOR-Prediction-Metrics-For-Causal-Models.ipynb
|
Prediction-Metrics-For-Causal-Models.ipynb
|
When-Prediction-Fails.ipynb
|
_config.yml
|
_toc.yml
|
landing-page.md
|
nb18.py
|
nb21.py
|
sc.py
|