Showing stat.MEShow all
3 papers · 1 filter
stat.ME2025
Conformalized Multiple Testing under Unknown Null Distribution with Symmetric Errors
Yang Tian, Zinan Zhao, Wenguang Sun
This article addresses a fundamental concern, first raised by Efron (2004), regarding the selection of null distributions in large-scale multiple testing. In modern data-intensive…
stat.ME2025
A Conformalized Empirical Bayes Method for Multiple Testing with Side Information
Zinan Zhao, Wenguang Sun
This article presents a Conformalized Locally Adaptive Weighting (CLAW) approach to multiple testing with side information. The proposed method employs innovative data-driven strat…
stat.ME2023
False Discovery Rate Control For Structured Multiple Testing: Asymmetric Rules And Conformal Q-values
Zinan Zhao, Wenguang Sun
The effective utilization of structural information in data while ensuring statistical validity poses a significant challenge in false discovery rate (FDR) analyses. Conformal infe…