Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence

Michael C. Knaus, Michael Lechner, Anthony Strittmatter

We investigate the finite sample performance of causal machine learning estimators for heterogeneous causal effects at different aggregation levels. We employ an Empirical Monte Ca…