Minimax Optimal Two-Sample Testing under Local Differential Privacy

Ilmun Kim, Jongmin Mun, Seungwoo Kwak

We explore the trade-off between privacy and statistical utility in private two-sample testing under local differential privacy (LDP) for both multino...

Attainability of Two-Point Testing Rates for Finite-Sample Location Estimation

Spencer Compton, Gregory Valiant

Planning for gold: Hypothesis screening with split samples for valid powerful testing in matched observational studiesGet access

William Bekermanand others

On testing Kronecker product structure in tensor factor models

Z CenandC Lam

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

Yihong Wu, Yutong Nie

Model-free selective inference under covariate shift via weighted conformal p-valuesGet access

Ying JinandEmmanuel J Candès

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

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

B Renand others

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

Runze Li, Zhe Zhang, Xiufan Yu

Adaptive Testing for High-Dimensional Data

Xiaofeng Shao, Yangfan Zhang, Runmin Wang