Knockoff Boosted Tree for Model-Free Variable Selection

Tao Jiang, Yuanyuan Li, Alison A. Motsinger-Reif

In this article, we propose a novel strategy for conducting variable selection without prior model topology knowledge using the knockoff method with boosted tree models. Our method…