Why Is the Double-Robust Estimator for Causal Inference Not Doubly Robust for Variance Estimation?

Hao Wu, Lucy Shao, Toni Gui +6

Doubly robust estimators (DRE) are widely used in causal inference because they yield consistent estimators of average causal effect when at least one of the nuisance models, the p…