Sequential Correct Screening and Post-Screening Inference

Masaki Toyoda, Yoshimasa Uematsu

Selecting the top-$m$ variables with the $m$ largest population parameters from a larger set of candidates is a fundamental problem in statistics. In this paper, we propose a novel…