Runze Li

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

Runze Li

Huck Affiliations

Publication Tags

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Screening Discriminant Analysis Estimator Performance Statistical Inference Model High Dimensional Predictors Regression Model Covariates Feature Selection Simulation Study Varying Coefficient Model Multivariate Tests Monte Carlo Simulation Methodology Empirical Analysis Class Independence Estimate Distribution Function Em Algorithm Health Sample Size Finite Sample

Most Recent Publications

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

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

Dependence motives and use contexts that predicted smoking cessation and vaping cessation: A two-year longitudinal study with 13 waves

Joon Kyung Nam, Megan E. Piper, Zhaoxue Tong, Runze Li, James J. Yang, Douglas E. Jorenby, Anne Buu, 2023, Drug and Alcohol Dependence

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, 2023, Journal of Econometrics on p. 166-179

PROBABILISTIC HIV RECENCY CLASSIFICATION—A LOGISTIC REGRESSION WITHOUT LABELED INDIVIDUAL LEVEL TRAINING DATA

Ben Sheng, Changcheng Li, Le Bao, Runze Li, 2023, Annals of Applied Statistics on p. 108-129

Subtypes of Dual Users of Combustible and Electronic Cigarettes: Longitudinal Changes in Product Use and Dependence Symptomatology

Anne Buu, Zhaoxue Tong, Zhanrui Cai, Runze Li, James J. Yang, Douglas E. Jorenby, Megan E. Piper, 2023, Nicotine and Tobacco Research on p. 438-443

Estimations and Tests for Generalized Mediation Models with High-Dimensional Potential Mediators

Xu Guo, Runze Li, Jingyuan Liu, Mudong Zeng, 2023, Journal of Business and Economic Statistics

Variable Selection for High-Dimensional Nodal Attributes in Social Networks with Degree Heterogeneity

Jia Wang, Xizhen Cai, Xiaoyue Niu, Runze Li, 2023, Journal of the American Statistical Association

Feature Screening for Interval-Valued Response with Application to Study Association between Posted Salary and Required Skills

Wei Zhong, Chen Qian, Wanjun Liu, Liping Zhu, Runze Li, 2023, Journal of the American Statistical Association on p. 805-817

Feature-splitting algorithms for ultrahigh dimensional quantile regression

Jiawei Wen, Songshan Yang, Christina Dan Wang, Yifan Jiang, Runze Li, 2023, Journal of Econometrics

Estimation and inference for the mediation effect in a time-varying mediation model

Xizhen Cai, Donna L. Coffman, Megan E. Piper, Runze Li, 2022, BMC Medical Research Methodology

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

Feature selection for varying coefficient models with ultrahigh-dimensional covariates

Jingyuan Liu, Runze Li, Rongling Wu, 2014, Journal of the American Statistical Association on p. 266-274

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

Calibrating nonconvex penalized regression in ultra-high dimension

Lan Wang, Yongdai Kim, Runze Li, 2013, Annals of Statistics on p. 2505-2536

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

Advancing the understanding of craving during smoking cessation attempts: A demonstration of the time-varying effect model

Stephanie T. Lanza, Sara A. Vasilenko, Xiaoyu Liu, Runze Li, Megan E. Piper, 2014, Nicotine and Tobacco Research on p. S127-S134

Statistical inference in massive data sets

Runze Li, Dennis K.J. Lin, Bing Li, 2013, Applied Stochastic Models in Business and Industry on p. 399-409

A selective overview of feature screening for ultrahigh-dimensional data

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

Nonparametric mixture of regression models

Mian Huang, Runze Li, Shaoli Wang, 2013, Journal of the American Statistical Association on p. 929-941

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