Wataru Komatsubara

Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choice

This study designs an adaptive experiment for efficiently estimating *average treatment effects* (ATEs). In each round of our adaptive experiment, an experimenter sequentially samples an experimental unit, assigns a treatment, and observes the corresponding outcome immediately. At the end of the exp…