Penalized regression adjusted causal effect estimates in high dimensional randomized experiments

Hanzhong Liu, Yuehan Yang

Regression adjustments are often considered by investigators to improve the estimation efficiency of causal effect in randomized experiments when there exists many pre-experiment c…