38 citations · 39 across the 2 of their papers we have counts for
3 papers
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…
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…
Bayesian Neural Networks for Genetic Association Studies of Complex Disease
Andrew L. Beam, Alison Motsinger-Reif, Jon Doyle
Discovering causal genetic variants from large genetic association studies poses many difficult challenges. Assessing which genetic markers are involved in determining trait status…