23 citations · 23 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Model-free High Dimensional Mediator Selection with False Discovery Rate Control
Runqiu Wang, Ran Dai, Jieqiong Wang +5
There is a challenge in selecting high-dimensional mediators when the mediators have complex correlation structures and interactions. In this work, we frame the high-dimensional me…
stat.ME2023
Variable selection with FDR control for noisy data -- an application to screening metabolites that are associated with breast and colorectal cancer
Runqiu Wang, Ran Dai, Ying Huang +5
The rapidly expanding field of metabolomics presents an invaluable resource for understanding the associations between metabolites and various diseases. However, the high dimension…
stat.ME2016★ 23 cited
The knockoff filter for FDR control in group-sparse and multitask regression
Ran Dai, Rina Foygel Barber
We propose the group knockoff filter, a method for false discovery rate control in a linear regression setting where the features are grouped, and we would like to select a set of…