├── .gitignore ├── Labs ├── R │ ├── Causal_via_Prediction_R.Rmd │ ├── Causal_via_Prediction_R.md │ ├── Prediction.md │ ├── Prediction_R.Rmd │ ├── Prediction_R_files │ │ ├── figure-gfm │ │ │ ├── unnamed-chunk-10-1.png │ │ │ ├── unnamed-chunk-13-1.png │ │ │ ├── unnamed-chunk-3-1.png │ │ │ ├── unnamed-chunk-5-1.png │ │ │ ├── unnamed-chunk-6-1.png │ │ │ └── unnamed-chunk-7-1.png │ │ └── figure-html │ │ │ └── unnamed-chunk-3-1.png │ ├── RCT_to_Regression_R.Rmd │ └── RCT_to_Regression_R.md ├── data │ ├── nlsy97.csv │ └── oregon_hie_table5.csv ├── python │ ├── Causal via Prediction.ipynb │ ├── Prediction.ipynb │ └── RCT to Regression.ipynb └── stata │ └── Causal via Prediction.do ├── README.md ├── Readings ├── Athey_Imbens_2019.pdf ├── Belloni_Chernozhukov_Hansen_2014.pdf ├── Kleinberg_Ludwig_Mullainathan_Obermeyer_2015.pdf ├── Mullainathan_Spiess_2017.pdf └── Varian_2014.pdf ├── Slides ├── Day-1.pdf └── Day-2.pdf └── img ├── banner.png ├── ml.png ├── readme_about.png └── readme_schedule.png 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