Penalized Empirical Likelihood for Doubly Robust Causal Inference under Contamination in High Dimensions

Byeonghee Lee, Sangwook Kang, Ju-Hyun Park +2

We propose a doubly robust estimator for the average treatment effect in high dimensional low sample size observational studies, where contamination and model misspecification pose…