Heavy Tail Robust Estimation and Inference for Average Treatment Effects

Jonathan B. Hill, Saraswata Chaudhuri

We study the probability tail properties of Inverse Probability Weighting (IPW) estimators of the Average Treatment Effect (ATE) when there is limited overlap between the covariate…