Designing Randomized Experiments to Predict Unit-Specific Treatment Effects

Elizabeth Tipton, Michalis Mamakos

Typically, a randomized experiment is designed to test a hypothesis about the average treatment effect and sometimes hypotheses about treatment effect variation. The results of suc…