Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and $p$-values

Jinyuan Chang, Chenlong Li, Cheng Yong Tang +1

We propose a novel multiple testing methodology for controlling the false discovery rate (FDR) in high-dimensional linear models that integrates model-X knockoff techniques with de…