Valuing Winners: When and How to Correct for Selection Bias in Randomized Experiments

Ron Berman, Walter W. Zhang, Hangcheng Zhao

Decision-makers often deploy the best-performing treatment from a randomized experiment, creating a winner's curse: selection favors treatments whose observed outcomes are high par…