Limits of Approximating the Median Treatment Effect

Raghavendra Addanki, Siddharth Bhandari

Average Treatment Effect (ATE) estimation is a well-studied problem in causal inference. However, it does not necessarily capture the heterogeneity in the data, and several approac…