Improve Efficiency of Doubly Robust Estimator when Propensity Score is Misspecified

Liangbo Lyu, Molei Liu

Doubly robust (DR) estimation is a crucial technique in causal inference and missing data problems. We propose a novel Propensity score Augmentved Doubly robust (PAD) estimator to…