Design-based theory for Lasso adjustment in randomized block experiments and rerandomized experiments

Ke Zhu, Hanzhong Liu, Yuehan Yang

Blocking, a special case of rerandomization, is routinely implemented in the design stage of randomized experiments to balance the baseline covariates. This study proposes a regres…