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Policy Learning with Strategic Agents

This repository contains Julia code for the simulation and empirical sections of my paper. The latest working paper version is available here on ArXiv.

The Julia package dependencies for the project are as follows:

dependencies = ["Plots", "Random", "Distributions", "Optim", "RollingFunctions",
                "CategoricalArrays", "GLM", "CSV", "DataFrames", "JuMP", "Suppressor",
                "Ipopt", "LinearAlgebra"]

They can be installed via Pkg.add(dependencies)

julia classification_figure.jl

Runs the simulation and generates the figure and data for Table 1 and Figure 1.

julia pricing_figure.jl

Runs the simulation and generates the figure and data for Table 2 and Figure 2.

julia experiment_figure.jl

Loads the experiment data and generates the figure and data for Table 3 and Figure 3.

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Simulations and empirical analysis for paper on allocating treatments when agents are strategic.

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