3 papers
stat.ME2025
Online multi-layer FDR control
Runqiu Wang, Ran Dai
When hypotheses are tested in a stream and real-time decision-making is needed, online sequential hypothesis testing procedures are needed. Furthermore, these hypotheses are common…
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…