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Chapter 2 Introduction to Machine Learning.ipynb
average_treatment_effect_1.ipynb
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01-Inference.Rmd
02-Predictive.Rmd
03-Overfitting.Rmd
04-Polio-RCT.Rmd
05-Penalized-Linear-Regression.Rmd
06-orthogonal-learning.Rmd
07-Convergence.Rmd
18-ML_wage_prediction.Rmd
19-Deep_NN.Rmd
21-functional_approx_NN_RF.Rmd
22-notebook_daggity.Rmd
23-notebook_dosearch.Rmd
24-DML_inference_gun_homocide.Rmd
25-DML_inference_gun_ownership_nn.Rmd
26-DML-for-ATE-and-Late.Rmd
27-Dagitty-Identification-Analysis.Rmd
28-DML-for-partially-linear-model.Rmd
29-Sensitivity-Analysis.Rmd
30-DML-Partially-Linear-IV.Rmd
32-Weak-IV-Experiments.Rmd
33-heterogeneous-treatment-effect-1.Rmd
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README.md
_bookdown.yml
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desktop.ini
index.Rmd
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