Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation

Jikai Jin, Vasilis Syrgkanis

Average treatment effect estimation is the most central problem in causal inference with application to numerous disciplines. While many estimation strategies have been proposed in…