Causal Machine Learning

Causal Machine Learning for Policy Evaluation: From ATE to IATE to a Better Assignment Rule

A beginner-friendly walk-through of Causal Machine Learning — ATE, GATE, IATE, and welfare-maximising assignment — using DoubleML and EconML on a synthetic Flanders ALMP-style cohort with known true effects.