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

Variable Selection Partially Linear Model Screening Predictors Carbon Temperature Estimator Model Penalty Estimate Genes Coefficients Monte Carlo Simulation Variance Estimation Testing Longitudinal Data Measurement Error Information Criterion Efficient Estimation Alachlor Stochastic Programming Additive Models Asymptotic Normality Simulation Study Linear Model

Most Recent Papers

Semiparametric regression for measurement error model with heteroscedastic error

Mengyan Li, Yanyuan Ma, Runze Li, 2019, Journal of Multivariate Analysis on p. 320-338

Feature screening in ultrahigh-dimensional varying-coefficient Cox model

Guangren Yang, Ling Zhang, Runze Li, Yuan Huang, 2019, Journal of Multivariate Analysis on p. 284-297

Portal nodes screening for large scale social networks

Xuening Zhu, Xiangyu Chang, Runze Li, Hansheng Wang, 2019, Journal of Econometrics on p. 145-157

Changes in healthcare expenditures after the autism insurance mandate

Li Wang, Junyi Ma, Ruchita Dholakia, Callie Howells, Yun Lu, Chen Chen, Runze Li, Michael Murray, Douglas Leslie, 2019, Research in Autism Spectrum Disorders on p. 97-104

Statistical methods for evaluating the correlation between timeline follow-back data and daily process data with applications to research on alcohol and marijuana use

Wanjun Liu, Runze Li, Marc A. Zimmerman, Maureen A. Walton, Rebecca M. Cunningham, Anne Buu, 2019, Addictive Behaviors

Asymptotic behavior of Cox's partial likelihood and its application to variable selection

Runze Li, Jian Jian Ren, Guangren Yang, Ye Yu, 2018, Statistica Sinica on p. 2713-2731

Variable selection for partially linear models via partial correlation

Jingyuan Liu, Lejia Lou, Runze Li, 2018, Journal of Multivariate Analysis on p. 418-434

Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming

Hongcheng Liu, Xue Wang, Tao Yao, Runze Li, Yinyu Ye, 2018, Mathematical Programming on p. 1-40

Error Variance Estimation in Ultrahigh-Dimensional Additive Models

Zhao Chen, Jianqing Fan, Runze Li, 2018, Journal of the American Statistical Association on p. 315-327

Time-varying copula models for longitudinal data

Esra Kürüm, John Hughes, Runze Li, Saul Shiffman, 2018, Statistics and its Interface on p. 203-221

High-Impact Papers

Feature screening via distance correlation learning

Runze Li, Wei Zhong, Liping Zhu, 2012, Journal of the American Statistical Association on p. 1129-1139

New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models

Bo Kai, Runze Li, Hui Zou, 2011, Annals of Statistics on p. 305-332

Model-free feature screening for ultrahigh-dimensional data

Li Ping Zhu, Lexin Li, Runze Li, Li Xing Zhu, 2011, Journal of the American Statistical Association on p. 1464-1475

Regularization parameter selections via generalized information criterion

Yiyun Zhang, Runze Li, Chih Ling Tsai, 2010, Journal of the American Statistical Association on p. 312-323

Estimation and testing for partially linear single-index models

Hua Liang, Xiang Liu, Runze Li, Chih Ling Tsai, 2010, Annals of Statistics on p. 3811-3836

The Bayesian lasso for genome-wide association studies

Jiahan Li, Kiranmoy Das, Guifang Fu, Runze Li, Rongling Wu, 2011, Bioinformatics on p. 516-523

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

Climate control of terrestrial carbon exchange across biomes and continents

Chuixiang Yi, Runze Li, John Wolbeck, Xiyan Xu, Mats Nilsson, Luis Aires, John D. Albertson, Christof Ammann, M. Altaf Arain, Alessandro C. De Araujo, Marc Aubinet, Mika Aurela, Zoltán Barcza, Alan Barr, Paul Berbigier, Jason Beringer, Christian Bernhofer, Andrew T. Black, Paul V. Bolstad, Fred C. Bosveld, Mark S.J. Broadmeadow, Nina Buchmann, Sean P. Burns, Pierre Cellier, Jingming Chen, Jiquan Chen, Philippe Ciais, Robert Clement, Bruce D. Cook, Peter S. Curtis, D. Bryan Dail, Ebba Dellwik, Nicolas Delpierre, Ankur R. Desai, Sabina Dore, Danilo Dragoni, Bert G. Drake, Eric Dufrêne, Allison Dunn, Jan Elbers, Werner Eugster, Matthias Falk, Christian Feigenwinter, Lawrence B. Flanagan, Thomas Foken, John Frank, Juerg Fuhrer, Damiano Gianelle, Allen Goldstein, Mike Goulden, Andre Granier, Thomas Grünwald, Lianhong Gu, Haiqiang Guo, Albin Hammerle, Shijie Han, Niall P. Hanan, László Haszpra, Bernard Heinesch, Carole Helfter, Dimmie Hendriks, Lindsay B. Hutley, Andreas Ibrom, Cor Jacobs, Torbj̈rn Johansson, Marjan Jongen, Gabriel Katul, Gerard Kiely, Katja Klumpp, Alexander Knohl, Thomas Kolb, Werner L. Kutsch, Peter Lafleu, Tuomas Laurila, Ray Leuning, Anders Lindroth, Heping Liu, Benjamin Loubet, Giovanni Manca, Michal Marek, Hank A. Margolis, Timothy A. Martin, William J. Massman, Roser Matamala, Giorgio Matteucci, Harry McCaughey, Lutz Merbold, Tilden Meyers, Mirco Migliavacca, Franco Miglietta, Laurent Misson, Meelis Mölder, John Moncrieff, Russell K. Monson, Leonardo Montagnani, Mario Montes-Helu, Eddy Moors, Christine Moureaux, Mukufute M. Mukelabai, J. William Munger, May Myklebust, Zoltán Nagy, Asko Noormets, Walter Oechel, Ram Oren, Stephen Gpallardy, Kyaw Tha Paw U, João S. Pereira, Kim Pilegaard, Krisztina Pintér, Casimiro Pio, Gabriel Pita, Thomas L. Powell, Serge Rambal, James T. Randerson, Celso Von Randow, Corinna Rebmann, Janne Rinne, Federica Rossi, Nigel Roulet, Ronald J. Ryel, Jorgen Sagerfors, Nobuko Saigusa, María José Sanz, Giuseppe Scarascia Mugnozza, Hans Peter Schmid, Guenther Seufert, Mario Siqueira, Jean Fraņois Soussana, Gregory Starr, Mark A. Sutton, John Tenhunen, Zoltán Tuba, Juha Pekka Tuovinen, Riccardo Valentini, Christoph S. Vogel, Jingxin Wang, Shaoqiang Wang, Weiguo Wang, Lisa R. Welp, Xuefa Wen, Sonia Wharton, Matthew Wilkinson, Christopher A. Williams, Georg Wohlfahrt, Susumu Yamamoto, Guirui Yu, Roberto Zampedri, Bin Zhao, Xinquan Zhao, 2010, Environmental Research Letters

Design of Experiments With Multiple Independent Variables

Linda Marie Collins, John Dziak, Runze Li, 2009, Psychological Methods on p. 202-224

Variable selection for partially linear models with measurement errors

Hua Liang, Runze Li, 2009, Journal of the American Statistical Association on p. 234-248