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README.md
STAR-CATE.ipynb
STAR_Students_for_Uri.csv
lin_eta_gaussianU.py
simulation.ipynb

README.md

RemovingHiddenConfounding

This repository contains the code for replicate the experiments from the paper

Nathan Kallus, Aahlad Manas Puli, Uri Shalit. Removing Hidden Confounding by Experimental Grounding. NIPS 2018.

Simulation study

The file simulation.ipynb contains the code necessary for replicating the results in Section 5.1.

Study of STAR dataset

The file STAR-CATE.ipynb contains the code necessary for replicating the results in Section 5.2. In particular, this uses data taken from Tennessee's Student/Teacher Achievement Ratio (STAR) project.

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