Replication Code for Treatment Effects in Market Equilibrium Paper

This repository includes code and instructions for replicating the figures and tables in the paper "Treatment Effects in Market Equilibrium", authored by Evan Munro, Stefan Wager and Kuang Xu.

The code requires a current Julia and R installation. The following Julia packages are required:

Revise, StatsPlots, Optim, LinearAlgebra, Random, Distributions, Suppressor, Statistics,
FixedEffectModels, DataFrames, Plots

The following R packages are required:

readstata13, grf, pracma

Download the replication package of Gertler et. al (2012), available here and place the file investments_data.dta in the data folder.

Reproducing the tables and figures using the below steps should take less than 3 hours.

1. Reproducing Figure 1 and Table 1

Run the following script:

julia generate_simulation_plots.jl

The components making up the table are printed. The figures are saved as pdfs.

2. Reproducing Table 2 and Figure 2

To generate the data for Table 2 (printed) and some data for Figure 2, then run:

Rscript hte_analysis.R

Then, to generate Figure 2, run the following script:

julia  empirical_plots.jl