Runze Li

Co-Director of the Center for Statistical Genetics; Eberly Family Chair and Associate Department Head in Statistics

Runze Li

Huck Affiliations

    Center for Statistical Genetics

Most Recent Publications

Projection test with sparse optimal direction for high-dimensional one-sample mean problem

Wanjun Liu, Runze Li, on p. 295-309

A likelihood approach to incorporating self-report data in HIV recency classification

Wenlong Yang, Danping Liu, Le Bao, Runze Li, 2024, Biometrics

Clinical progression of Parkinson's disease in the early 21st century: Insights from the accelerating medicine partnership (AMP-PD) data

Mechelle M. Lewis, Richard B. Mailman, Xinyi Vivian Cheng, Guangwei Du, Lijun Zhang, Changcheng Li, Sol De Jesus, Samer D. Tabbal, Runze Li, Xuemei Huang, 2024, Parkinsonism and Related Disorders on p. 107186

Water limitation regulates positive feedback of increased ecosystem respiration

Qin Zhang, Chuixiang Yi, Georgia Destouni, Georg Wohlfahrt, Yakov Kuzyakov, Runze Li, Eric Kutter, Deliang Chen, Max Rietkerk, Stefano Manzoni, Zhenkun Tian, George Hendrey, Wei Fang, Nir Krakauer, Gustaf Hugelius, Jerker Jarsjo, Jianxu Han, Shiguo Xu, 2024, Nature Ecology and Evolution on p. 1870-1876

A NEW TEST FOR HIGH-DIMENSIONAL TWO-SAMPLE MEAN PROBLEMS WITH CONSIDERATION OF CORRELATION STRUCTURE

Songshan Yang, Shurong Zheng, Runze Li, 2024, Annals of Statistics on p. 2217-2240

TESTING HIGH-DIMENSIONAL REGRESSION COEFFICIENTS IN LINEAR MODELS

Alex Zhao, Changcheng Li, Runze Li, Zhe Zhang, 2024, Annals of Statistics on p. 2034-2058

PROPENSITY SCORE REGRESSION FOR CAUSAL INFERENCE WITH TREATMENT HETEROGENEITY

Peng Wu, Shasha Han, Xingwei Tong, Runze Li, 2024, Statistica Sinica on p. 747-769

Data science in economics and finance: Introduction

Matias D. Cattaneo, Yingying Fan, Runze Li, Rui Song, 2024, Journal of Econometrics

Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic

Xu Guo, Runze Li, Jingyuan Liu, Mudong Zeng, 2024, Journal of Econometrics

RANK-BASED INDICES FOR TESTING INDEPENDENCE BETWEEN TWO HIGH-DIMENSIONAL VECTORS

Yeqing Zhou, Kai Xu, Liping Zhu, Runze Li, 2024, Annals of Statistics on p. 184-206

Most-Cited Papers

Sensitivity and specificity of information criteria

John J. Dziak, Donna L. Coffman, Stephanie T. Lanza, Runze Li, Lars S. Jermiin, 2020, Briefings in Bioinformatics on p. 553-565

Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis

Hengjian Cui, Runze Li, Wei Zhong, 2015, Journal of the American Statistical Association on p. 630-641

A High-Dimensional Nonparametric Multivariate Test for Mean Vector

Lan Wang, Bo Peng, Runze Li, 2015, Journal of the American Statistical Association on p. 1658-1669

Projection correlation between two random vectors

Liping Zhu, Kai Xu, Runze Li, Wei Zhong, 2017, Biometrika on p. 829-843

A selective overview of feature screening for ultrahigh-dimensional data

Jing Yuan Liu, Wei Zhong, Run Ze Li, 2015, Science China Mathematics

Variable Screening via Quantile Partial Correlation

Shujie Ma, Runze Li, Chih Ling Tsai, 2017, Journal of the American Statistical Association on p. 650-663

Variable selection for support vector machines in moderately high dimensions

Xiang Zhang, Yichao Wu, Lan Wang, Runze Li, 2016, Journal of the Royal Statistical Society. Series B: Statistical Methodology on p. 53-76

Bayesian group lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies

Jiahan Li, Zhong Wang, Runze Li, Rongling Wu, 2015, Annals of Applied Statistics on p. 640-664

Ultrahigh-Dimensional Multiclass Linear Discriminant Analysis by Pairwise Sure Independence Screening

Rui Pan, Hansheng Wang, Runze Li, 2016, Journal of the American Statistical Association on p. 169-179

Depression and marijuana use disorder symptoms among current marijuana users

Lisa Dierker, Arielle Selya, Stephanie Lanza, Runze Li, Jennifer Rose, 2018, Addictive Behaviors on p. 161-168