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Experimental-Selection-Correction-Replication-Code

Replication Code for Athey, Chetty, and Imbens (2025)

This repository contains replication code for the working paper "The Experimental Selection Correction Estimator: Using Experiments to Remove Biases in Observational Estimates".

The R code provided implements our experimental selection correction method that demonstrate how experimental data can be used to debias observational treatment effect estimates.

Repository Structure

  • All code is contained in the code/ folder.

  • The two main scripts are:

    • ESC_main_code_ext.Rmd: main code that implements the analysis in the paper.
    • ESC_prototype.R: a prototype code for our main method, Experimental-Selection-Correction.

Data Availability

Due to data sharing restrictions, the original data used in the paper are not publicly available.