Model-free Feature Screening and FDR Control with Knockoff Features

Wanjun Liu, Yuan Ke, Jingyuan Liu +1

This paper proposes a model-free and data-adaptive feature screening method for ultra-high dimensional datasets. The proposed method is based on the projection correlation which me…