1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ME2020
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…
q-bio.QM2020★ 1 cited
Higher Criticism Tuned Regression For Weak And Sparse Signals
Tao Jiang, Stephanie J. London, Mi Kyeong Lee +2
Here we propose a novel searching scheme for a tuning parameter in high-dimensional penalized regression methods to address variable selection and modeling when sample sizes are li…