Runze Li

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

Runze Li

Publication Tags

Screening Quantile Regression Covariates Coefficients Alcohols Cannabis Estimator Variable Selection Longitudinal Data Temperature Carbon Testing Penalty High Dimensional Predictors Simulation Genes Regularization Generalized Linear Model Partially Linear Model Stochastic Programming Alachlor Semiparametric Regression Efficient Estimation Information Criterion

Most Recent Papers

Examining measurement reactivity in daily diary data on substance use

Anne Buu, Songshan Yang, Runze Li, Marc A. Zimmerman, Rebecca M. Cunningham, Maureen A. Walton, 2020, Addictive Behaviors

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

Hongcheng Liu, Xue Wang, Tao Yao, Runze Li, Yinyu Ye, 2019, Mathematical Programming on p. 69-108

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 on p. 147-155

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

Ultrahigh dimensional precision matrix estimation via refitted cross validation

Luheng Wang, Zhao Chen, Christina Dan Wang, Runze Li, 2019, Journal of Econometrics

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

Linear hypothesis testing for high dimensional generalized linear models

Chengchun Shi, Rui Song, Zhao Chen, Runze Li, 2019, Annals of Statistics on p. 2671-2703

Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data

John J. Dziak, Donna L. Coffman, Matthew Reimherr, Justin Petrovich, Runze Li, Saul Shiffman, Mariya P. Shiyko, 2019, Statistics Surveys on p. 150-180

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

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

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

The Bayesian lasso for genome-wide association studies

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

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

Local composite quantile regression smoothing

Bo Kai, Runze Li, Hui Zou, 2010, Journal of the Royal Statistical Society. Series B: Statistical Methodology on p. 49-69

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