Unbiased Regression-Adjusted Estimation of Average Treatment Effects in Randomized Controlled Trials

Alberto Abadie, Mehrdad Ghadiri, Ali Jadbabaie +1

This article introduces a leave-one-out regression adjustment (LOORA) for estimating average treatment effects in randomized controlled trials. In finite samples, LOORA removes the…