30 citations · 92 across the 12 of their papers we have counts for
14 papers
Weighted Holm Procedures: Theory, Properties, and Recommendations
Beibei Li, Wenge Guo
In many statistical applications, particularly in clinical studies, hypotheses may carry different levels of importance, motivating the use of weighted multiple testing procedures…
Conformal Risk Control for Ordinal Classification
Yunpeng Xu, Wenge Guo, Zhi Wei
As a natural extension to the standard conformal prediction method, several conformal risk control methods have been recently developed and applied to various learning problems. In…
A New Approach for Large Scale Multiple Testing with Application to FDR Control for Graphically Structured Hypotheses
Wenge Guo, Gavin Lynch, Joseph P. Romano
In many large scale multiple testing applications, the hypotheses often have a known graphical structure, such as gene ontology in gene expression data. Exploiting this graphical s…
A Graphical Framework for Testing Hierarchically Structured Hypothesis Families
Zhiying Qiu, Li Yu, Wenge Guo
In clinical trials, hypotheses are frequently organized into hierarchically ordered families, requiring specialized testing strategies that account for these structured relationshi…
Analysis of error control in large scale two-stage multiple hypothesis testing
Wenge Guo, Joseph P. Romano
When dealing with the problem of simultaneously testing a large number of null hypotheses, a natural testing strategy is to first reduce the number of tested hypotheses by some sel…
On Procedures Controlling the FDR for Testing Hierarchically Ordered Hypotheses
Gavin Lynch, Wenge Guo
Complex large-scale studies, such as those related to microarray data and fMRI studies, often involve testing multiple hierarchically ordered hypotheses. However, most existing fal…