11 citations · 13 across the 7 of their papers we have counts for
3 papers · 1 filter
The Robust Kernel Association Test
Kara Martinez, Arnab Maity, Robert Yolken +2
Testing the association between SNP effects and a response is a common task. Such tests are often carried out through kernel machine methods based on least squares, such as the Seq…
Efficient Signal Inclusion With Genomic Applications
X. Jessie Jeng, Teng Zhang, Jung-Ying Tzeng
This paper addresses the challenge of efficiently capturing a high proportion of true signals for subsequent data analyses when sample sizes are relatively limited with respect to…
Detection of Gene-Gene Interactions by Multistage Sparse and Low-Rank Regression
Hung Hung, Yu-Tin Lin, Pengwen Chen +3
A daunting challenge faced by modern biological sciences is finding an efficient and computationally feasible approach to deal with the curse of high dimensionality. The problem be…