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

Compositional variable selection in quantile regression for microbiome data with false discovery rate control

Runze Li, Jin Mu, Songshan Yang, Cong Ye, Xiang Zhan, 2024, Statistical Analysis and Data Mining

PROPENSITY SCORE REGRESSION FOR CAUSAL INFERENCE WITH TREATMENT HETEROGENEITY

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

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

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

Data science in economics and finance: Introduction

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

Tests for Large-Dimensional Shape Matrices via Tyler’s M Estimators

Runze Li, Weiming Li, Qinwen Wang, 2024, Journal of the American Statistical Association

TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression

Zelin He, Ying Sun, Jingyuan Liu, Runze Li, 2024, Proceedings of Machine Learning Research on p. 703-711

Generalized Varying Coefficient Mediation Models

Jingyuan Liu, Yujie Liao, Runze Li, 2024, Communications in Mathematics and Statistics

Invariance Principle and CLT for the Spiked Eigenvalues of Large-dimensional Fisher Matrices and Applications

Dandan Jiang, Z Hou, Zhidong Bai, Runze Li, 2024, Statistica Sinica

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