amberwalker-ds/DML-for-Panel-Data

This project uses Double Machine Learning (DML) to estimate the causal effect of peace agreements on reducing violence intensity. Key components include Random Forest models, cross-fitting, and panel data with fixed effects to handle lagged data and confounders.

Jupyter NotebookMIT