Rerandomization for covariate balance mitigates $p$-hacking caused by strategically selecting covariates in regression adjustment

Xin Lu, Peng Ding

Rerandomization enforces covariate balance across treatment groups in the design stage of experiments. Despite its intuitive appeal, its theoretical justification remains unsatisfy…