Edit Profile (opens in new tab) Li, Runze Compute Distance To: Compute Author ID: li.runze Published as: Li, Runze; Li, Run-Ze; Li, RunZe; Li, Run Ze more...less Homepage: http://personal.psu.edu/ril4/ External Links: MGP · ORCID · Google Scholar Documents Indexed: 129 Publications since 1993, including 2 Books 1 Contribution as Editor · 1 Further Contribution Co-Authors: 133 Co-Authors with 126 Joint Publications 4,770 Co-Co-Authors all top 5 Co-Authors 4 single-authored 13 Fang, Kai-Tai 12 Fan, Jianqing 10 Wang, Lan 9 Zhu, Liping 6 Chen, Zhao 6 Liu, Jingyuan 6 Wang, Hansheng 6 Zhong, Wei 6 Zhu, Lixing 6 Zou, Hui 5 Cui, Hengjian 5 Yang, Guangren 4 Kürüm, Esra 4 Liang, Jiajuan 4 Tsai, Chihling 4 Wu, Rongling 4 Zhang, Yiyun 3 Kai, Bo 3 Li, Jiahan 3 Liang, Hua 3 Liu, Hongcheng 3 Ma, Yanyuan 3 Peng, Bo 3 Reimherr, Matthew L. 3 Şentürk, Damla 3 Shiffman, Saul 3 Sudjianto, Agus 3 Wu, Yichao 3 Xu, Chen 3 Yao, Tao 2 Bradic, Jelena 2 Chen, Huaihou 2 Chu, Wanghuan 2 Dziak, John J. 2 Hickernell, Fred J. 2 Huang, Mian 2 Huang, Yuan 2 Kim, Kion 2 Li, Gang 2 Li, Mengyan 2 Lou, Lejia 2 Marron, James Stephen 2 Nie, Lei 2 Wang, Luheng 2 Wang, Yuanjia 2 Wang, Zhong 2 Wu, Yunan 2 Yang, Songshan 2 Yao, Weixin 2 Ye, Yinyu 2 Yu, Ye 2 Zhang, Aijun 2 Zhang, Xiang 2 Zhong, Pingshou 2 Zhu, Xuening 2 Zou, Changliang 1 Adragni, Kofi Placid 1 An, Hongzhi 1 Anagnostopoulos, Christoforos 1 Baxter, Paul D. 1 Berg, Arthur 1 Bickel, Peter John 1 Bottolo, Leonardo 1 Bühlmann, Peter 1 Buu, Anne 1 Cai, Jianwen 1 Cai, Xizhen 1 Cai, Zhanrui 1 Cai, Zongwu 1 Chang, Xiangyu 1 Chen, Hui 1 Chow, Mosuk 1 Coffman, Donna L. 1 Cook, Ralph Dennis 1 Cui, Xia 1 Cui, Yuehua 1 Das, Kiranmoy 1 Di, Xiao 1 Dong, Yuexiao 1 Duan, Naihua 1 Fan, Yingying 1 Fang, Ethan X. 1 Fang, Hongbin 1 Fang, Jian 1 Feng, Yijia 1 Fu, Guifang 1 Gather, Ursula 1 Geng, Zhi 1 Greenshtein, Eitan 1 Guddat, Charlotte 1 Guo, Xu 1 Hall, Peter Gavin 1 Huang, DanYang 1 Huang, Tao 1 Hunter, David R. 1 James, Gareth M. 1 Johnstone, Iain Murray 1 Ke, Yuan 1 Kent, John T. 1 Kim, Yongdai ...and 71 more Co-Authors all top 5 Serials 19 Journal of the American Statistical Association 18 The Annals of Statistics 14 Statistica Sinica 8 Journal of Multivariate Analysis 5 Biometrika 5 Acta Mathematicae Applicatae Sinica. English Series 5 Science China. Mathematics 4 Biometrics 4 Journal of Econometrics 4 Journal of Machine Learning Research (JMLR) 4 The Annals of Applied Statistics 3 The Canadian Journal of Statistics 3 Journal of Statistical Planning and Inference 3 Statistics & Probability Letters 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Computational Statistics and Data Analysis 2 Mathematical Programming. Series A. Series B 2 Journal of Nonparametric Statistics 2 Statistics and Its Interface 1 Mathematics of Computation 1 Journal of Time Series Analysis 1 Chinese Journal of Applied Probability and Statistics 1 Journal of Complexity 1 Bernoulli 1 The Bulletin of the Hong Kong Mathematical Society 1 Acta Mathematica Sinica. English Series 1 Journal of Biological Dynamics 1 Statistics Surveys 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Sankhyā 1 Chapman & Hall/CRC Computer Science & Data Analysis Series 1 Chapman & Hall/CRC Data Science Series all top 5 Fields 128 Statistics (62-XX) 33 Numerical analysis (65-XX) 6 Computer science (68-XX) 6 Biology and other natural sciences (92-XX) 3 Probability theory and stochastic processes (60-XX) 3 Operations research, mathematical programming (90-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 112 Publications have been cited 5,931 times in 3,252 Documents Cited by ▼ Year ▼ Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547Fan, Jianqing; Li, Runze 1,956 2001 One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027Zou, Hui; Li, Runze 329 2008 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 307 2008 Tuning parameter selectors for the smoothly clipped absolute deviation method. Zbl 1135.62058Wang, Hansheng; Li, Runze; Tsai, Chih-Ling 273 2007 Feature screening via distance correlation learning. Zbl 1443.62184Li, Runze; Zhong, Wei; Zhu, Liping 205 2012 New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329Fan, Jianqing; Li, Runze 193 2004 Variable selection in semiparametric regression modeling. Zbl 1132.62027Li, Runze; Liang, Hua 164 2008 Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052Cai, Zongwu; Fan, Jianqing; Li, Runze 162 2000 Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing 162 2011 New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074Kai, Bo; Li, Runze; Zou, Hui 159 2011 Variable selection for Cox’s proportional hazards model and frailty model. Zbl 1012.62106Fan, Jianqing; Li, Runze 155 2002 Variable selection using MM algorithms. Zbl 1078.62028Hunter, David R.; Li, Runze 147 2005 Design and modeling for computer experiments. Zbl 1093.62117Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 134 2006 Analysis of longitudinal data with semiparametric estimation of covariance function. Zbl 1172.62323Fan, Jianqing; Huang, Tao; Li, Runze 111 2007 Estimation and testing for partially linear single-index models. Zbl 1204.62068Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling 111 2010 Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048Liu, Jingyuan; Li, Runze; Wu, Rongling 79 2014 Variable selection for partially linear models with measurement errors. Zbl 1388.62208Liang, Hua; Li, Runze 77 2009 Regularization parameter selections via generalized information criterion. Zbl 1397.62262Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling 76 2010 Quadratic inference functions for varying-coefficient models with longitudinal data. Zbl 1097.62037Qu, Annie; Li, Runze 71 2006 Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468Wang, Lan; Wu, Yichao; Li, Runze 71 2012 Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305Cui, Hengjian; Li, Runze; Zhong, Wei 67 2015 Statistical challenges with high dimensionality: feature selection in knowledge discovery. Zbl 1117.62137Fan, Jianqing; Li, Runze 66 2006 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101Kai, Bo; Li, Runze; Zou, Hui 61 2010 Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106Wang, Lan; Kim, Yongdai; Li, Runze 44 2013 Local modal regression. Zbl 1254.62059Yao, Weixin; Lindsay, Bruce G.; Li, Runze 43 2012 A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280Wang, Lan; Peng, Bo; Li, Runze 42 2015 Local rank inference for varying coefficient models. Zbl 1205.62092Wang, Lan; Kai, Bo; Li, Runze 40 2009 Variable selection for multivariate failure time data. Zbl 1094.62123Cai, Jianwen; Fan, Jianqing; Li, Runze; Zhou, Haibo 36 2005 Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093Wang, Lan; Li, Runze 34 2009 Multivariate varying coefficient model for functional responses. Zbl 1373.62169Zhu, Hongtu; Li, Runze; Kong, Linglong 29 2012 Nonparametric mixture of regression models. Zbl 06224977Huang, Mian; Li, Runze; Wang, Shaoli 26 2013 Data analysis in supersaturated designs. Zbl 1092.62570Li, Runze; Lin, Dennis K. J. 24 2002 Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030Li, Runze; Nie, Lei 24 2008 Majorization framework for balanced lattice designs. Zbl 1084.62071Zhang, Aijun; Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 23 2005 Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112Zou, Hui; Li, Runze 21 2008 Testing multivariate uniformity and its applications. Zbl 0958.65016Liang, Jia-Juan; Fang, Kai-Tai; Hickernell, Fred J.; Li, Runze 21 2001 Variable selection in linear mixed effects models. Zbl 1257.62077Fan, Yingying; Li, Runze 21 2012 Testing multinormality based on low-dimensional projection. Zbl 0961.65005Liang, Jiajuan; Li, Runze; Fang, Hongbin; Fang, Kai-Tai 19 2000 A multivariate version of Ghosh’s \(T_{3}\)-plot to detect non-multinormality. Zbl 1042.62552Fang, Kai-Tai; Li, Run-Ze; Liang, Jia-Juan 19 1998 Projection correlation between two random vectors. Zbl 07072331Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei 18 2017 Variable selection in measurement error models. Zbl 1200.62071Ma, Yanyuan; Li, Runze 17 2010 Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032Zhu, Liping; Huang, Mian; Li, Runze 17 2012 A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345Liu, JingYuan; Zhong, Wei; Li, RunZe 15 2015 Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian 14 2016 Bayesian statistical inference on elliptical matrix distributions. Zbl 0958.62004Fang, Kai-Tai; Li, Runze 12 1999 Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255Chu, Wanghuan; Li, Runze; Reimherr, Matthew 12 2016 Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne 11 2016 A new estimation procedure for a partially nonlinear model via a mixed-effects approach. Zbl 1132.62013Li, Runze; Nie, Lei 11 2007 Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions. Zbl 1386.90116Liu, Hongcheng; Yao, Tao; Li, Runze; Ye, Yinyu 9 2017 Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099Zhu, LiPing; Li, RunZe; Cui, HengJian 9 2013 Dimension-reduction type test for linearity of a stochastic regression model. Zbl 0927.62044Zhu, Lixing; Li, Runze 8 1998 Nonparametric covariance model. Zbl 1180.62065Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng 8 2010 Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 8 2016 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 7 2005 Empirical likelihood in survival analysis. Zbl 1266.62078Li, Gang; Li, Runze; Zhou, Mai 7 2005 Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705Zhu, Liping; Dong, Yuexiao; Li, Runze 7 2013 An effective algorithm for generation of factorial designs with generalized minimum aberration. Zbl 1129.65007Fang, Kai-Tai; Zhang, Aijun; Li, Runze 6 2007 Local linear regression for data with AR errors. Zbl 1176.62068Li, Runze; Li, Yan 6 2009 Hypothesis testing on linear structures of high-dimensional covariance matrix. Zbl 1435.62202Zheng, Shurong; Chen, Zhao; Cui, Hengjian; Li, Runze 6 2019 Variable selection for partially linear models via partial correlation. Zbl 1395.62203Liu, Jingyuan; Lou, Lejia; Li, Runze 5 2018 Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163Liu, Hongcheng; Yao, Tao; Li, Runze 5 2016 Some methods for generating both an NT-net and the uniform distribution on a Stiefel manifold and their applications. Zbl 0900.62262Fang, Kai-Tai; Li, Run-Ze 5 1997 Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135Chen, Zhao; Fan, Jianqing; Li, Runze 4 2018 Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies. Zbl 1397.62260Li, Jiahan; Wang, Zhong; Li, Runze; Wu, Rongling 4 2015 Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data. Zbl 1359.62077Kürüm, Esra; Li, Runze; Shiffman, Saul; Yao, Weixin 4 2016 Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397Li, Degui; Li, Runze 4 2016 Testing a single regression coefficient in high dimensional linear models. Zbl 1443.62198Lan, Wei; Zhong, Ping-Shou; Li, Runze; Wang, Hansheng; Tsai, Chih-Ling 4 2016 The expected values of invariant polynomials with matrix argument of elliptical distributions. Zbl 0877.62048Li, Runze 4 1997 Evaluation of reproducibility for paired functional data. Zbl 1087.62034Li, Runze; Chow, Mosuk 4 2005 Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066Kim, Kion; Şentürk, Damla; Li, Runze 4 2011 Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092Chen, Zhao; Li, Runze; Wu, Yaohua 4 2012 Distributed feature screening via componentwise debiasing. Zbl 07255055Li, Xingxiang; Li, Runze; Xia, Zhiming; Xu, Chen 4 2020 Varying coefficient models for data with auto-correlated error process. Zbl 06503817Chen, Zhao; Li, Runze; Li, Yan 3 2015 The characteristic functions of spherical matrix distributions. Zbl 0799.62057Li, Runze 3 1993 A mixed-type test for linearity in time series. Zbl 0951.62073An, Hong-Zhi; Zhu, Li-Xing; Li, Run-Ze 3 2000 Ultrahigh dimensional precision matrix estimation via refitted cross validation. Zbl 1456.62106Wang, Luheng; Chen, Zhao; Wang, Christina Dan; Li, Runze 3 2020 A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 3 2016 Time-varying copula models for longitudinal data. Zbl 06938693Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul 2 2018 A projection NT-type test of elliptical symmetry based on the skewness and kurtosis measures. Zbl 0930.62059Fang, Kaitai; Li, Runze; Zhu, Lixing 2 1998 Model-free conditional independence feature screening for ultrahigh dimensional data. Zbl 06844644Wang, LuHeng; Liu, JingYuan; Li, Yong; Li, RunZe 2 2017 Non-parametric estimation under strong dependence. Zbl 1301.62044Zhao, Zhibiao; Zhang, Yiyun; Li, Runze 2 2014 Variable selection and inference procedures for marginal analysis of longitudinal data with missing observations and covariate measurement error. Zbl 1329.62330Yi, Grace Y.; Tan, Xianming; Li, Runze 2 2015 Estimation of scale matrix of elliptically contoured matrix distributions. Zbl 0838.62043Li, Run-Ze; Fang, Kai-Tai 2 1995 A new approach for testing symmetry of a high-dimensional distribution. Zbl 0902.62065Zhu, Li-Xing; Fang, Kai-Tai; Li, Run-Ze 2 1997 Empirical likelihood inference for semi-parametric estimating equations. Zbl 1273.62077Wang, ShanShan; Cui, HengJian; Li, RunZe 2 2013 Prediction-based structured variable selection through the receiver operating characteristic curves. Zbl 1274.62901Wang, Yuanjia; Chen, Huaihou; Li, Runze; Duan, Naihua; Lewis-Fernández, Roberto 2 2011 Model-free forward screening via cumulative divergence. Zbl 1441.62185Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze 2 2020 Statistical foundations of data science. Zbl 1467.62001Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui 2 2020 Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun 2 2010 Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming. Zbl 1423.90162Liu, Hongcheng; Wang, Xue; Yao, Tao; Li, Runze; Ye, Yinyu 2 2019 Variable selection via partial correlation. Zbl 1372.62017Li, Runze; Liu, Jingyuan; Lou, Lejia 2 2017 Online sufficient dimension reduction through sliced inverse regression. Zbl 1475.68263Cai, Zhanrui; Li, Runze; Zhu, Liping 2 2020 Test of significance for high-dimensional longitudinal data. Zbl 1455.62051Fang, Ethan X.; Ning, Yang; Li, Runze 2 2020 Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483Liu, Xu; Cui, Yuehua; Li, Runze 1 2016 A semivarying joint model for longitudinal binary and continuous outcomes. Zbl 1357.62175Kürüm, Esra; Hughes, John; Li, Runze 1 2016 Estimation of scatter matrix based on i.i.d. sample from elliptical distributions. Zbl 0844.62041Fang, Kaitai; Li, Runze 1 1995 An overview on nonparametric and semiparametric techniques for longitudinal data. Zbl 1119.62030Fan, Jianqing; Li, Runze 1 2006 An overview on variable selection for survival analysis. Zbl 1266.62080Fan, Jianqing; Li, Gang; Li, Runze 1 2005 An overview on variable selection for longitudinal data. Zbl 1268.62002Dziak, John J.; Li, Runze 1 2007 Feature screening in ultrahigh-dimensional generalized varying-coefficient models. Zbl 1439.62258Yang, Guangren; Yang, Songshan; Li, Runze 1 2020 Feature screening for network autoregression model. Zbl 1479.62072Huang, Danyang; Zhu, Xuening; Li, Runze; Wang, Hansheng 1 2021 Central limit theorem for linear spectral statistics of large dimensional Kendall’s rank correlation matrices and its applications. Zbl 1475.62168Li, Zeng; Wang, Qinwen; Li, Runze 1 2021 Inference in high dimensional linear measurement error models. Zbl 1472.62112Li, Mengyan; Li, Runze; Ma, Yanyuan 1 2021 Distributed feature screening via componentwise debiasing. Zbl 07255055Li, Xingxiang; Li, Runze; Xia, Zhiming; Xu, Chen 4 2020 Ultrahigh dimensional precision matrix estimation via refitted cross validation. Zbl 1456.62106Wang, Luheng; Chen, Zhao; Wang, Christina Dan; Li, Runze 3 2020 Model-free forward screening via cumulative divergence. Zbl 1441.62185Zhou, Tingyou; Zhu, Liping; Xu, Chen; Li, Runze 2 2020 Statistical foundations of data science. Zbl 1467.62001Fan, Jianqing; Li, Runze; Zhang, Cun-Hui; Zou, Hui 2 2020 Online sufficient dimension reduction through sliced inverse regression. Zbl 1475.68263Cai, Zhanrui; Li, Runze; Zhu, Liping 2 2020 Test of significance for high-dimensional longitudinal data. Zbl 1455.62051Fang, Ethan X.; Ning, Yang; Li, Runze 2 2020 Feature screening in ultrahigh-dimensional generalized varying-coefficient models. Zbl 1439.62258Yang, Guangren; Yang, Songshan; Li, Runze 1 2020 Rejoinder to “A tuning-free robust and efficient approach to high-dimensional regression”. Zbl 1452.62526Wang, Lan; Peng, Bo; Bradic, Jelena; Li, Runze; Wu, Yunan 1 2020 Consistent selection of the number of change-points via sample-splitting. Zbl 1442.62126Zou, Changliang; Wang, Guanghui; Li, Runze 1 2020 Empirical likelihood test for a large-dimensional mean vector. Zbl 1451.62062Cui, Xia; Li, Runze; Yang, Guangren; Zhou, Wang 1 2020 Hypothesis testing on linear structures of high-dimensional covariance matrix. Zbl 1435.62202Zheng, Shurong; Chen, Zhao; Cui, Hengjian; Li, Runze 6 2019 Sample average approximation with sparsity-inducing penalty for high-dimensional stochastic programming. Zbl 1423.90162Liu, Hongcheng; Wang, Xue; Yao, Tao; Li, Runze; Ye, Yinyu 2 2019 Homogeneity tests of covariance matrices with high-dimensional longitudinal data. Zbl 1464.62275Zhong, Ping-Shou; Li, Runze; Santo, Shawn 1 2019 Linear hypothesis testing for high dimensional generalized linear models. Zbl 1436.62355Shi, Chengchun; Song, Rui; Chen, Zhao; Li, Runze 1 2019 Feature screening in ultrahigh-dimensional varying-coefficient Cox model. Zbl 1417.62283Yang, Guangren; Zhang, Ling; Li, Runze; Huang, Yuan 1 2019 Variable selection for partially linear models via partial correlation. Zbl 1395.62203Liu, Jingyuan; Lou, Lejia; Li, Runze 5 2018 Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135Chen, Zhao; Fan, Jianqing; Li, Runze 4 2018 Time-varying copula models for longitudinal data. Zbl 06938693Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul 2 2018 Projection correlation between two random vectors. Zbl 07072331Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei 18 2017 Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions. Zbl 1386.90116Liu, Hongcheng; Yao, Tao; Li, Runze; Ye, Yinyu 9 2017 Model-free conditional independence feature screening for ultrahigh dimensional data. Zbl 06844644Wang, LuHeng; Liu, JingYuan; Li, Yong; Li, RunZe 2 2017 Variable selection via partial correlation. Zbl 1372.62017Li, Runze; Liu, Jingyuan; Lou, Lejia 2 2017 Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian 14 2016 Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255Chu, Wanghuan; Li, Runze; Reimherr, Matthew 12 2016 Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne 11 2016 Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 8 2016 Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163Liu, Hongcheng; Yao, Tao; Li, Runze 5 2016 Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data. Zbl 1359.62077Kürüm, Esra; Li, Runze; Shiffman, Saul; Yao, Weixin 4 2016 Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397Li, Degui; Li, Runze 4 2016 Testing a single regression coefficient in high dimensional linear models. Zbl 1443.62198Lan, Wei; Zhong, Ping-Shou; Li, Runze; Wang, Hansheng; Tsai, Chih-Ling 4 2016 A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 3 2016 Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483Liu, Xu; Cui, Yuehua; Li, Runze 1 2016 A semivarying joint model for longitudinal binary and continuous outcomes. Zbl 1357.62175Kürüm, Esra; Hughes, John; Li, Runze 1 2016 Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305Cui, Hengjian; Li, Runze; Zhong, Wei 67 2015 A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280Wang, Lan; Peng, Bo; Li, Runze 42 2015 A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345Liu, JingYuan; Zhong, Wei; Li, RunZe 15 2015 Bayesian group Lasso for nonparametric varying-coefficient models with application to functional genome-wide association studies. Zbl 1397.62260Li, Jiahan; Wang, Zhong; Li, Runze; Wu, Rongling 4 2015 Varying coefficient models for data with auto-correlated error process. Zbl 06503817Chen, Zhao; Li, Runze; Li, Yan 3 2015 Variable selection and inference procedures for marginal analysis of longitudinal data with missing observations and covariate measurement error. Zbl 1329.62330Yi, Grace Y.; Tan, Xianming; Li, Runze 2 2015 Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048Liu, Jingyuan; Li, Runze; Wu, Rongling 79 2014 Non-parametric estimation under strong dependence. Zbl 1301.62044Zhao, Zhibiao; Zhang, Yiyun; Li, Runze 2 2014 Nonlinear varying-coefficient models with applications to a photosynthesis study. Zbl 1303.62081Kürüm, Esra; Li, Runze; Wang, Yang; Şentürk, Damla 1 2014 A fast algorithm for detecting gene-gene interactions in genome-wide association studies. Zbl 1454.62349Li, Jiahan; Zhong, Wei; Li, Runze; Wu, Rongling 1 2014 Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62078Wang, Lan; Sherwood, Ben; Li, Runze 1 2014 Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106Wang, Lan; Kim, Yongdai; Li, Runze 44 2013 Nonparametric mixture of regression models. Zbl 06224977Huang, Mian; Li, Runze; Wang, Shaoli 26 2013 Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099Zhu, LiPing; Li, RunZe; Cui, HengJian 9 2013 Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705Zhu, Liping; Dong, Yuexiao; Li, Runze 7 2013 Empirical likelihood inference for semi-parametric estimating equations. Zbl 1273.62077Wang, ShanShan; Cui, HengJian; Li, RunZe 2 2013 Feature screening via distance correlation learning. Zbl 1443.62184Li, Runze; Zhong, Wei; Zhu, Liping 205 2012 Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468Wang, Lan; Wu, Yichao; Li, Runze 71 2012 Local modal regression. Zbl 1254.62059Yao, Weixin; Lindsay, Bruce G.; Li, Runze 43 2012 Multivariate varying coefficient model for functional responses. Zbl 1373.62169Zhu, Hongtu; Li, Runze; Kong, Linglong 29 2012 Variable selection in linear mixed effects models. Zbl 1257.62077Fan, Yingying; Li, Runze 21 2012 Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032Zhu, Liping; Huang, Mian; Li, Runze 17 2012 Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092Chen, Zhao; Li, Runze; Wu, Yaohua 4 2012 Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing 162 2011 New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074Kai, Bo; Li, Runze; Zou, Hui 159 2011 Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066Kim, Kion; Şentürk, Damla; Li, Runze 4 2011 Prediction-based structured variable selection through the receiver operating characteristic curves. Zbl 1274.62901Wang, Yuanjia; Chen, Huaihou; Li, Runze; Duan, Naihua; Lewis-Fernández, Roberto 2 2011 Estimation and testing for partially linear single-index models. Zbl 1204.62068Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling 111 2010 Regularization parameter selections via generalized information criterion. Zbl 1397.62262Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling 76 2010 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101Kai, Bo; Li, Runze; Zou, Hui 61 2010 Variable selection in measurement error models. Zbl 1200.62071Ma, Yanyuan; Li, Runze 17 2010 Nonparametric covariance model. Zbl 1180.62065Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng 8 2010 Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun 2 2010 Variable selection for partially linear models with measurement errors. Zbl 1388.62208Liang, Hua; Li, Runze 77 2009 Local rank inference for varying coefficient models. Zbl 1205.62092Wang, Lan; Kai, Bo; Li, Runze 40 2009 Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093Wang, Lan; Li, Runze 34 2009 Local linear regression for data with AR errors. Zbl 1176.62068Li, Runze; Li, Yan 6 2009 One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027Zou, Hui; Li, Runze 329 2008 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 307 2008 Variable selection in semiparametric regression modeling. Zbl 1132.62027Li, Runze; Liang, Hua 164 2008 Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030Li, Runze; Nie, Lei 24 2008 Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112Zou, Hui; Li, Runze 21 2008 Tuning parameter selectors for the smoothly clipped absolute deviation method. 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Zbl 0999.62052Cai, Zongwu; Fan, Jianqing; Li, Runze 162 2000 ...and 12 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 4,044 Authors 75 Lian, Heng 58 Li, Runze 46 Zhang, Riquan 44 Lin, Lu 43 Fan, Jianqing 42 Yang, Hu 42 Zhu, Lixing 36 Xue, Liugen 35 Liang, Hua 34 Zhao, Weihua 31 Li, Gaorong 28 Zhou, Yong 25 Huang, Jian 25 Zhu, Zhongyi 24 Liu, Jicai 24 Liu, Min-Qian 24 Zhao, Peixin 23 Wang, Qihua 23 Zhu, Liping 22 Feng, Sanying 22 Lai, Peng 21 Lv, Jing 21 Qin, Hong 21 Wang, Kangning 20 Guo, Chaohui 20 Koukouvinos, Christos 19 Cui, Hengjian 19 Wang, Mingqiu 19 You, Jinhong 18 Peng, Heng 18 Sun, Liuquan 18 Tutz, Gerhard E. 18 Yao, Weixin 17 Ma, Shuangge 17 Wang, Hansheng 17 Wu, Yichao 17 Zou, Hui 16 Tang, Manlai 15 Li, Jialiang 15 Lin, Jinguan 15 Liu, Yanyan 15 Liu, Yufeng 15 Song, Xinyuan 14 Chen, Xiaolin 14 Feng, Zhenghui 14 Huang, Zhensheng 14 Jiao, Yuling 14 Tang, Niansheng 14 Tian, Guoliang 14 Yang, Jing 14 Yang, Yiping 14 Zhang, Hao Helen 14 Zhang, Qingzhao 14 Zhu, Hongtu 14 Zhu, Ji 13 Gai, Yujie 13 Jiang, Rong 13 Kim, Yongdai 13 Leng, Chenlei 13 Li, Degui 13 Park, Cheolwoo 13 Qian, Weimin 13 Tian, Maozai 13 Wang, Lan 13 Wu, Liucang 13 Zhang, Wenyang 13 Zhou, Zhangong 13 Zou, Changliang 12 Hu, Jianhua 12 Lv, Yazhao 12 Wang, Xiuli 12 Xu, Kai 12 Zhang, Zhongzhan 11 Ahmed, Syed Ejaz 11 Du, Jiang 11 Fan, Yingying 11 Fang, Kai-Tai 11 He, Xuming 11 Li, Gang 11 Lin, Huazhen 11 Song, Lixin 11 Sun, Jianguo 11 Wang, Li 11 Xu, Peirong 11 Xu, Wangli 10 Fan, Guoliang 10 Liang, Jiajuan 10 Liu, Han 10 Lv, Jinchi 10 Ma, Shujie 10 Pan, Jianxin 10 Song, Rui 10 Wan, Alan T. 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