Runze Li
Co-Director of the Center for Statistical Genetics; Eberly Family Chair and Associate Department Head in Statistics
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326 Thomas
University Park, PA 16802 - ril4@psu.edu
- 814-895-1555
Huck Affiliations
Publication Tags
Screening Covariates High Dimensional Estimator Performance Predictors Testing Model Conditional Distribution Monte Carlo Simulation Data Streams Quantile Regression Feature Selection Higher Dimensions Multivariate Tests Neural Networks Surveillance Rate Control Varying Coefficient Model Discriminant Analysis Approximation Algorithms Time Methodology Sample Size Regression ModelMost Recent Papers
Daily food insecurity is associated with diet quality, but not energy intake, in winter and during COVID-19, among low-income adults
Sara Jimenez Rincon, Nan Dou, Laura E. Murray-Kolb, Kristen Hudy, Diane C. Mitchell, Runze Li, Muzi Na, 2022, Nutrition Journal
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
Projection-based High-dimensional Sign Test
Hui Chen, Chang Liang Zou, Run Ze Li, 2022, Acta Mathematica Sinica, English Series on p. 683-708
Daily Food Insecurity Predicts Lower Positive and Higher Negative Affect
Muzi Na, Nan Dou, Yujie Liao, Sara Jimenez Rincon, Lori A. Francis, Jennifer E. Graham-Engeland, Laura E. Murray-Kolb, Runze Li, 2022, Frontiers in Nutrition
An overview of tests on high-dimensional means
Yuan Huang, Changcheng Li, Runze Li, Songshan Yang, 2022, Journal of Multivariate Analysis
Local Linear Approximation Algorithm for Neural Network
Mudong Zeng, Yujie Liao, Runze Li, Agus Sudjianto, 2022, Mathematics
Large-Scale Datastreams Surveillance via Pattern-Oriented-Sampling
Haojie Ren, Changliang Zou, Nan Chen, Runze Li, 2022, Journal of the American Statistical Association on p. 794-808
Model-Free Feature Screening and FDR Control With Knockoff Features
Wanjun Liu, Yuan Ke, Jingyuan Liu, Runze Li, 2022, Journal of the American Statistical Association on p. 428-443
Threshold Selection in Feature Screening for Error Rate Control
Xu Guo, Haojie Ren, Changliang Zou, Runze Li, 2022, Journal of the American Statistical Association
Covariate Information Number for Feature Screening in Ultrahigh-Dimensional Supervised Problems
Debmalya Nandy, F Chiaromonte, Runze Li, 2022, JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
Most-Cited Papers
Feature screening via distance correlation learning
Runze Li, Wei Zhong, Liping Zhu, 2012, Journal of the American Statistical Association on p. 1129-1139
A time-varying effect model for intensive longitudinal data
Xianming Tan, Mariya P. Shiyko, Runze Li, Yuelin Li, Lisa Dierker, 2012, Psychological Methods on p. 61-77
Quantile regression for analyzing heterogeneity in ultra-high dimension
Lan Wang, Yichao Wu, Runze Li, 2012, Journal of the American Statistical Association on p. 214-222
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
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
Using the Time-Varying Effect Model (TVEM) to Examine Dynamic Associations between Negative Affect and Self Confidence on Smoking Urges
Mariya P. Shiyko, Stephanie T. Lanza, Xianming Tan, Runze Li, Saul Shiffman, 2012, Prevention Science on p. 288-299
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
Local modal regression
Weixin Yao, Bruce G. Lindsay, Runze Li, 2012, Journal of Nonparametric Statistics on p. 647-663