Large-Scale Multiple Testing: Fundamental Limits of False Discovery Rate Control and Compound Oracle

Yutong Nie, Yihong Wu

Integrative Analysis of Microbial 16S Gene and Shotgun Metagenomic Sequencing Data Improves Statistical Efficiency in Testing Differential Abundance

Ye Yue, Yicong Mao, Timothy D. Read et al.

Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors

Kean Ming Tan, Wen-Xin Zhou, Gaoyu Wu et al.

Expected shortfall (ES) is widely used for characterizing the tail of a distribution across various fields, particularly in financial risk management....

Doubly robust conditional independence testing with generative neural networks

Yi Zhang, others

Testing and Support Recovery in Population-Based Image Data

Jian Huang, Liuquan Sun, Lianqiang Qu et al.

Leveraging External Data for Testing Experimental Therapies with Biomarker Interactions in Randomized Clinical Trials

B Ren, others

Abstract

Testing Elliptical Models in High Dimensions

Siyao Wang, Miles E. Lopes

Testing Mutually Exclusive Hypotheses for Multi-Response Regressions

Jiaqi Huang, Wenbiao Zhao, Lixing Zhu

Hypothesis Testing for a Functional Parameter via Self-Normalization

Yi Zhang, Xiaofeng Shao

Powerful Partial Conjunction Hypothesis Testing via Conditioning

B Liang, others

Abstract

Sequential Monte Carlo testing by betting

Lasse Fischer, Aaditya Ramdas

A Novel Approach of High Dimensional Linear Hypothesis Testing Problem

Zhe Zhang, Xiufan Yu, Runze Li

Adaptive Testing for High-Dimensional Data

Xiaofeng Shao, Yangfan Zhang, Runmin Wang