Edit Profile Li, Runze Compute Distance To: Compute Author ID: li.runze Published as: Li, R.; Li, R.-Z.; Li, Run-Ze; Li, RunZe; Li, Runze External Links: ORCID Documents Indexed: 135 Publications since 1993, including 2 Books all top 5 Co-Authors 4 single-authored 13 Fang, Kai-Tai 11 Fan, Jianqing 10 Wang, Lan 9 Zhu, Liping 6 Chen, Zhao 6 Liu, Jingyuan 6 Zhong, Wei 5 Cui, Hengjian 5 Yang, Guangren 5 Zhu, Lixing 5 Zou, Hui 4 Kürüm, Esra 4 Liang, Jiajuan 4 Tsai, Chihling 4 Wang, Hansheng 4 Wu, Rongling 4 Zhang, Yiyun 3 Kai, Bo 3 Li, Jiahan 3 Liang, Hua 3 Liu, Hongcheng 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 Kim, Kion 2 Li, Gang 2 Lou, Lejia 2 Ma, Yanyuan 2 Nie, Lei 2 Wang, Luheng 2 Wang, Yuanjia 2 Wang, Zhong 2 Wu, Yunan 2 Yao, Weixin 2 Ye, Yinyu 2 Yu, Ye 2 Zhang, Aijun 2 Zhang, Xiang 2 Zhong, Pingshou 1 An, Hongzhi 1 Berg, Arthur 1 Buu, Anne 1 Cai, Jianwen 1 Cai, Xizhen 1 Cai, Zhanrui 1 Cai, Zongwu 1 Chang, Xiangyu 1 Chow, Mosuk 1 Coffman, Donna L. 1 Cui, Xia 1 Cui, Yuehua 1 Das, Kiranmoy 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 Geng, Zhi 1 Huang, Tao 1 Huang, Yuan 1 Hughes, John B. 1 Hughes, John T. 1 Hunter, David R. 1 Kim, Yongdai 1 Kong, Linglong 1 Lan, Wei 1 Lewis-Fernández, Roberto 1 Li, Degui 1 Li, Lexin 1 Li, Mengyan 1 Li, Xingxiang 1 Li, Yan 1 Li, Yan 1 Li, Yong 1 Lin, Dennis Kon Jin 1 Lin, Shaobo 1 Lindsay, Bruce G. 1 Liu, Xiang 1 Liu, Xu 1 Luo, Jiangtao 1 Marron, James Stephen 1 Ning, Yang 1 Petrovich, Justin 1 Qu, Annie 1 Ren, Jian-Jian 1 Santo, Shawn ...and 30 more Co-Authors all top 5 Serials 19 Journal of the American Statistical Association 17 The Annals of Statistics 13 Statistica Sinica 6 Journal of Multivariate Analysis 5 Biometrika 5 Acta Mathematicae Applicatae Sinica. English Series 4 Biometrics 4 Journal of Econometrics 4 The Annals of Applied Statistics 4 Science China. Mathematics 3 The Canadian Journal of Statistics 3 Journal of Statistical Planning and Inference 3 Statistics & Probability Letters 3 Journal of Machine Learning Research (JMLR) 2 Computational Statistics and Data Analysis 2 Mathematical Programming. Series A. Series B 2 Journal of Nonparametric Statistics 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 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 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 120 Statistics (62-XX) 33 Numerical analysis (65-XX) 6 Biology and other natural sciences (92-XX) 5 Computer science (68-XX) 3 Operations research, mathematical programming (90-XX) 2 Probability theory and stochastic processes (60-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Several complex variables and analytic spaces (32-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 100 Publications have been cited 4,639 times in 2,676 Documents Cited by ▼ Year ▼ Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547Fan, Jianqing; Li, Runze 1,562 2001 One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027Zou, Hui; Li, Runze 277 2008 Tuning parameter selectors for the smoothly clipped absolute deviation method. Zbl 1135.62058Wang, Hansheng; Li, Runze; Tsai, Chih-Ling 240 2007 New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329Fan, Jianqing; Li, Runze 174 2004 Feature screening via distance correlation learning. Zbl 1443.62184Li, Runze; Zhong, Wei; Zhu, Liping 151 2012 Variable selection in semiparametric regression modeling. Zbl 1132.62027Li, Runze; Liang, Hua 148 2008 Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052Cai, Zongwu; Fan, Jianqing; Li, Runze 146 2000 Design and modeling for computer experiments. Zbl 1093.62117Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 144 2006 Variable selection for Cox’s proportional hazards model and frailty model. Zbl 1012.62106Fan, Jianqing; Li, Runze 133 2002 Variable selection using MM algorithms. Zbl 1078.62028Hunter, David R.; Li, Runze 126 2005 New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074Kai, Bo; Li, Runze; Zou, Hui 125 2011 Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing 123 2011 Analysis of longitudinal data with semiparametric estimation of covariance function. Zbl 1172.62323Fan, Jianqing; Huang, Tao; Li, Runze 92 2007 Estimation and testing for partially linear single-index models. Zbl 1204.62068Liang, Hua; Liu, Xiang; Li, Runze; Tsai, Chih-Ling 88 2010 Variable selection for partially linear models with measurement errors. Zbl 1388.62208Liang, Hua; Li, Runze 67 2009 Quadratic inference functions for varying-coefficient models with longitudinal data. Zbl 1097.62037Qu, Annie; Li, Runze 65 2006 Regularization parameter selections via generalized information criterion. Zbl 1397.62262Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling 62 2010 Statistical challenges with high dimensionality: feature selection in knowledge discovery. Zbl 1117.62137Fan, Jianqing; Li, Runze 61 2006 Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468Wang, Lan; Wu, Yichao; Li, Runze 55 2012 Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048Liu, Jingyuan; Li, Runze; Wu, Rongling 53 2014 Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305Cui, Hengjian; Li, Runze; Zhong, Wei 47 2015 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101Kai, Bo; Li, Runze; Zou, Hui 42 2010 Local modal regression. Zbl 1254.62059Yao, Weixin; Lindsay, Bruce G.; Li, Runze 35 2012 Local rank inference for varying coefficient models. Zbl 1205.62092Wang, Lan; Kai, Bo; Li, Runze 34 2009 Variable selection for multivariate failure time data. Zbl 1094.62123Cai, Jianwen; Fan, Jianqing; Li, Runze; Zhou, Haibo 34 2005 Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106Wang, Lan; Kim, Yongdai; Li, Runze 31 2013 A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280Wang, Lan; Peng, Bo; Li, Runze 28 2015 Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093Wang, Lan; Li, Runze 28 2009 Data analysis in supersaturated designs. Zbl 1092.62570Li, Runze; Lin, Dennis K. J. 23 2002 Multivariate varying coefficient model for functional responses. Zbl 1373.62169Zhu, Hongtu; Li, Runze; Kong, Linglong 22 2012 Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030Li, Runze; Nie, Lei 22 2008 Control parameterization enhancing transform for optimal control of switched systems. Zbl 1139.49030Li, R.; Teo, K. L.; Wong, K. H.; Duan, G. R. 22 2006 Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112Zou, Hui; Li, Runze 21 2008 Majorization framework for balanced lattice designs. Zbl 1084.62071Zhang, Aijun; Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 20 2005 Testing multivariate uniformity and its applications. Zbl 0958.65016Liang, Jia-Juan; Fang, Kai-Tai; Hickernell, Fred J.; Li, Runze 20 2001 Nonparametric mixture of regression models. Zbl 06224977Huang, Mian; Li, Runze; Wang, Shaoli 18 2013 Variable selection in linear mixed effects models. Zbl 1257.62077Fan, Yingying; Li, Runze 18 2012 A multivariate version of Ghosh’s \(T_{3}\)-plot to detect non-multinormality. Zbl 1042.62552Fang, Kai-Tai; Li, Run-Ze; Liang, Jia-Juan 17 1998 Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032Zhu, Liping; Huang, Mian; Li, Runze 16 2012 Testing multinormality based on low-dimensional projection. Zbl 0961.65005Liang, Jiajuan; Li, Runze; Fang, Hongbin; Fang, Kai-Tai 16 2000 Variable selection in measurement error models. Zbl 1200.62071Ma, Yanyuan; Li, Runze 12 2010 Bayesian statistical inference on elliptical matrix distributions. Zbl 0958.62004Fang, Kai-Tai; Li, Runze 11 1999 A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345Liu, JingYuan; Zhong, Wei; Li, RunZe 10 2015 A new estimation procedure for a partially nonlinear model via a mixed-effects approach. Zbl 1132.62013Li, Runze; Nie, Lei 10 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 Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian 9 2016 Optimal piecewise state feedback control for impulsive switched systems. Zbl 1145.93352Li, R.; Feng, Z. G.; Teo, K. L.; Duan, G. R. 8 2008 Dimension-reduction type test for linearity of a stochastic regression model. Zbl 0927.62044Zhu, Lixing; Li, Runze 8 1998 Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255Chu, Wanghuan; Li, Runze; Reimherr, Matthew 7 2016 Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099Zhu, LiPing; Li, RunZe; Cui, HengJian 7 2013 Nonparametric covariance model. Zbl 1180.62065Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng 7 2010 Empirical likelihood in survival analysis. Zbl 1266.62078Li, Gang; Li, Runze; Zhou, Mai 7 2005 Projection correlation between two random vectors. Zbl 07072331Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei 6 2017 Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne 6 2016 Cooperative enclosing control for multiple moving targets by a group of agents. Zbl 1328.93033Shi, Y. J.; Li, R.; Teo, K. L. 6 2015 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 6 2005 Target-enclosing control for second-order multi-agent systems. Zbl 1332.93026Shi, Y. J.; Li, R.; Wei, T. T. 5 2015 Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705Zhu, Liping; Dong, Yuexiao; Li, Runze 5 2013 Local linear regression for data with AR errors. Zbl 1176.62068Li, Runze; Li, Yan 5 2009 An effective algorithm for generation of factorial designs with generalized minimum aberration. Zbl 1129.65007Fang, Kai-Tai; Zhang, Aijun; Li, Runze 5 2007 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 Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176Zhang, Xiang; Wu, Yichao; Wang, Lan; 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 Evaluation of reproducibility for paired functional data. Zbl 1087.62034Li, Runze; Chow, Mosuk 4 2005 The expected values of invariant polynomials with matrix argument of elliptical distributions. Zbl 0877.62048Li, Runze 4 1997 Variable selection for partially linear models via partial correlation. Zbl 1395.62203Liu, Jingyuan; Lou, Lejia; Li, Runze 3 2018 Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397Li, Degui; Li, Runze 3 2016 Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163Liu, Hongcheng; Yao, Tao; Li, Runze 3 2016 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 3 2015 Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092Chen, Zhao; Li, Runze; Wu, Yaohua 3 2012 Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066Kim, Kion; Şentürk, Damla; Li, Runze 3 2011 A mixed-type test for linearity in time series. Zbl 0951.62073An, Hong-Zhi; Zhu, Li-Xing; Li, Run-Ze 3 2000 The characteristic functions of spherical matrix distributions. Zbl 0799.62057Li, Runze 3 1993 Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135Chen, Zhao; Fan, Jianqing; Li, Runze 2 2018 Model-free conditional independence feature screening for ultrahigh dimensional data. Zbl 06844644Wang, LuHeng; Liu, JingYuan; Li, Yong; Li, RunZe 2 2017 Optimization of preventive condition-based tamping for railway tracks. Zbl 1346.90291Wen, M.; Li, R.; Salling, K. B. 2 2016 A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 2 2016 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 Varying coefficient models for data with auto-correlated error process. Zbl 06503817Chen, Zhao; Li, Runze; Li, Yan 2 2015 Non-parametric estimation under strong dependence. Zbl 1301.62044Zhao, Zhibiao; Zhang, Yiyun; Li, Runze 2 2014 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 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 A new approach for testing symmetry of a high-dimensional distribution. Zbl 0902.62065Zhu, Li-Xing; Fang, Kai-Tai; Li, Run-Ze 2 1997 Estimation of scale matrix of elliptically contoured matrix distributions. Zbl 0838.62043Li, Run-Ze; Fang, Kai-Tai 2 1995 Online sufficient dimension reduction through sliced inverse regression. Zbl 07255041Cai, Zhanrui; Li, Runze; Zhu, Liping 1 2020 Consistent selection of the number of change-points via sample-splitting. Zbl 1442.62126Zou, Changliang; Wang, Guanghui; Li, Runze 1 2020 Safe-circumnavigation of one single agent around a group of targets with only bearing information. Zbl 1427.93019Li, R.; Shi, Ying Jing; Wu, X. Q.; Song, Y. D. 1 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 1 2019 Time-varying copula models for longitudinal data. Zbl 06938693Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul 1 2018 Variable selection via partial correlation. Zbl 1372.62017Li, Runze; Liu, Jingyuan; Lou, Lejia 1 2017 Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483Liu, Xu; Cui, Yuehua; Li, Runze 1 2016 Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62078Wang, Lan; Sherwood, Ben; Li, Runze 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 Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun 1 2010 An overview on variable selection for longitudinal data. Zbl 1268.62002Dziak, John J.; Li, Runze 1 2007 Tracking control of linear switched systems. Zbl 1147.49033Li, R.; Feng, Z. G.; Teo, K. L.; Duan, G. R. 1 2007 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 Estimation of scatter matrix based on i.i.d. sample from elliptical distributions. Zbl 0844.62041Fang, Kaitai; Li, Runze 1 1995 Online sufficient dimension reduction through sliced inverse regression. Zbl 07255041Cai, Zhanrui; Li, Runze; Zhu, Liping 1 2020 Consistent selection of the number of change-points via sample-splitting. Zbl 1442.62126Zou, Changliang; Wang, Guanghui; Li, Runze 1 2020 Safe-circumnavigation of one single agent around a group of targets with only bearing information. Zbl 1427.93019Li, R.; Shi, Ying Jing; Wu, X. Q.; Song, Y. D. 1 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 1 2019 Variable selection for partially linear models via partial correlation. Zbl 1395.62203Liu, Jingyuan; Lou, Lejia; Li, Runze 3 2018 Error variance estimation in ultrahigh-dimensional additive models. Zbl 1398.62135Chen, Zhao; Fan, Jianqing; Li, Runze 2 2018 Time-varying copula models for longitudinal data. Zbl 06938693Kürüm, Esra; Hughes, John; Li, Runze; Shiffman, Saul 1 2018 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 Projection correlation between two random vectors. Zbl 07072331Zhu, Liping; Xu, Kai; Li, Runze; Zhong, Wei 6 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 1 2017 Regularized quantile regression and robust feature screening for single index models. Zbl 1419.62096Zhong, Wei; Zhu, Liping; Li, Runze; Cui, Hengjian 9 2016 Feature screening for time-varying coefficient models with ultrahigh-dimensional longitudinal data. Zbl 1400.62255Chu, Wanghuan; Li, Runze; Reimherr, Matthew 7 2016 Feature screening in ultrahigh dimensional Cox’s model. Zbl 1356.62175Yang, Guangren; Yu, Ye; Li, Runze; Buu, Anne 6 2016 Variable selection for support vector machines in moderately high dimensions. Zbl 1411.62176Zhang, Xiang; Wu, Yichao; Wang, Lan; 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 Local composite quantile regression smoothing for Harris recurrent Markov processes. Zbl 1431.62397Li, Degui; Li, Runze 3 2016 Global solutions to folded concave penalized nonconvex learning. Zbl 1337.62163Liu, Hongcheng; Yao, Tao; Li, Runze 3 2016 Optimization of preventive condition-based tamping for railway tracks. Zbl 1346.90291Wen, M.; Li, R.; Salling, K. B. 2 2016 A consistent information criterion for support vector machines in diverging model spaces. Zbl 1360.68728Zhang, Xiang; Wu, Yichao; Wang, Lan; Li, Runze 2 2016 Partial linear varying multi-index coefficient model for integrative gene-environment interactions. Zbl 1359.62483Liu, Xu; Cui, Yuehua; Li, Runze 1 2016 Model-free feature screening for ultrahigh dimensional discriminant analysis. Zbl 1373.62305Cui, Hengjian; Li, Runze; Zhong, Wei 47 2015 A high-dimensional nonparametric multivariate test for mean vector. Zbl 1373.62280Wang, Lan; Peng, Bo; Li, Runze 28 2015 A selective overview of feature screening for ultrahigh-dimensional data. Zbl 1327.62345Liu, JingYuan; Zhong, Wei; Li, RunZe 10 2015 Cooperative enclosing control for multiple moving targets by a group of agents. Zbl 1328.93033Shi, Y. J.; Li, R.; Teo, K. L. 6 2015 Target-enclosing control for second-order multi-agent systems. Zbl 1332.93026Shi, Y. J.; Li, R.; Wei, T. T. 5 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 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 Varying coefficient models for data with auto-correlated error process. Zbl 06503817Chen, Zhao; Li, Runze; Li, Yan 2 2015 Feature selection for varying coefficient models with ultrahigh-dimensional covariates. Zbl 1367.62048Liu, Jingyuan; Li, Runze; Wu, Rongling 53 2014 Non-parametric estimation under strong dependence. Zbl 1301.62044Zhao, Zhibiao; Zhang, Yiyun; Li, Runze 2 2014 Comment on: “Estimation and accuracy after model selection”. Zbl 1368.62078Wang, Lan; Sherwood, Ben; Li, Runze 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 Calibrating nonconvex penalized regression in ultra-high dimension. Zbl 1281.62106Wang, Lan; Kim, Yongdai; Li, Runze 31 2013 Nonparametric mixture of regression models. Zbl 06224977Huang, Mian; Li, Runze; Wang, Shaoli 18 2013 Robust estimation for partially linear models with large-dimensional covariates. Zbl 06272099Zhu, LiPing; Li, RunZe; Cui, HengJian 7 2013 Semiparametric estimation of conditional heteroscedasticity via single-index modeling. Zbl 06202705Zhu, Liping; Dong, Yuexiao; Li, Runze 5 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 151 2012 Quantile regression for analyzing heterogeneity in ultra-high dimension. Zbl 1328.62468Wang, Lan; Wu, Yichao; Li, Runze 55 2012 Local modal regression. Zbl 1254.62059Yao, Weixin; Lindsay, Bruce G.; Li, Runze 35 2012 Multivariate varying coefficient model for functional responses. Zbl 1373.62169Zhu, Hongtu; Li, Runze; Kong, Linglong 22 2012 Variable selection in linear mixed effects models. Zbl 1257.62077Fan, Yingying; Li, Runze 18 2012 Semiparametric quantile regression with high-dimensional covariates. Zbl 1253.62032Zhu, Liping; Huang, Mian; Li, Runze 16 2012 Weighted quantile regression for AR model with infinite variance errors. Zbl 1254.62092Chen, Zhao; Li, Runze; Wu, Yaohua 3 2012 New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models. Zbl 1209.62074Kai, Bo; Li, Runze; Zou, Hui 125 2011 Model-free feature screening for ultrahigh-dimensional data. Zbl 1233.62195Zhu, Li-Ping; Li, Lexin; Li, Runze; Zhu, Li-Xing 123 2011 Recent history functional linear models for sparse longitudinal data. Zbl 1204.62066Kim, Kion; Şentürk, Damla; Li, Runze 3 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 88 2010 Regularization parameter selections via generalized information criterion. Zbl 1397.62262Zhang, Yiyun; Li, Runze; Tsai, Chih-Ling 62 2010 Local composite quantile regression smoothing: an efficient and safe alternative to local polynomial regression. Zbl 1411.62101Kai, Bo; Li, Runze; Zou, Hui 42 2010 Variable selection in measurement error models. Zbl 1200.62071Ma, Yanyuan; Li, Runze 12 2010 Nonparametric covariance model. Zbl 1180.62065Yin, Jianxin; Geng, Zhi; Li, Runze; Wang, Hansheng 7 2010 Robust neural network with applications to credit portfolio data analysis. Zbl 1245.91099Feng, Yijia; Li, Runze; Sudjianto, Agus; Zhang, Yiyun 1 2010 Variable selection for partially linear models with measurement errors. Zbl 1388.62208Liang, Hua; Li, Runze 67 2009 Local rank inference for varying coefficient models. Zbl 1205.62092Wang, Lan; Kai, Bo; Li, Runze 34 2009 Weighted Wilcoxon-type smoothly clipped absolute deviation method. Zbl 1167.62093Wang, Lan; Li, Runze 28 2009 Local linear regression for data with AR errors. Zbl 1176.62068Li, Runze; Li, Yan 5 2009 One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1142.62027Zou, Hui; Li, Runze 277 2008 Variable selection in semiparametric regression modeling. Zbl 1132.62027Li, Runze; Liang, Hua 148 2008 Efficient statistical inference procedures for partially nonlinear models and their applications. Zbl 1145.62030Li, Runze; Nie, Lei 22 2008 Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models. Zbl 1282.62112Zou, Hui; Li, Runze 21 2008 Optimal piecewise state feedback control for impulsive switched systems. Zbl 1145.93352Li, R.; Feng, Z. G.; Teo, K. L.; Duan, G. R. 8 2008 Tuning parameter selectors for the smoothly clipped absolute deviation method. Zbl 1135.62058Wang, Hansheng; Li, Runze; Tsai, Chih-Ling 240 2007 Analysis of longitudinal data with semiparametric estimation of covariance function. Zbl 1172.62323Fan, Jianqing; Huang, Tao; Li, Runze 92 2007 A new estimation procedure for a partially nonlinear model via a mixed-effects approach. Zbl 1132.62013Li, Runze; Nie, Lei 10 2007 An effective algorithm for generation of factorial designs with generalized minimum aberration. Zbl 1129.65007Fang, Kai-Tai; Zhang, Aijun; Li, Runze 5 2007 An overview on variable selection for longitudinal data. Zbl 1268.62002Dziak, John J.; Li, Runze 1 2007 Tracking control of linear switched systems. Zbl 1147.49033Li, R.; Feng, Z. G.; Teo, K. L.; Duan, G. R. 1 2007 Design and modeling for computer experiments. Zbl 1093.62117Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 144 2006 Quadratic inference functions for varying-coefficient models with longitudinal data. Zbl 1097.62037Qu, Annie; Li, Runze 65 2006 Statistical challenges with high dimensionality: feature selection in knowledge discovery. Zbl 1117.62137Fan, Jianqing; Li, Runze 61 2006 Control parameterization enhancing transform for optimal control of switched systems. Zbl 1139.49030Li, R.; Teo, K. L.; Wong, K. H.; Duan, G. R. 22 2006 An overview on nonparametric and semiparametric techniques for longitudinal data. Zbl 1119.62030Fan, Jianqing; Li, Runze 1 2006 Variable selection using MM algorithms. Zbl 1078.62028Hunter, David R.; Li, Runze 126 2005 Variable selection for multivariate failure time data. Zbl 1094.62123Cai, Jianwen; Fan, Jianqing; Li, Runze; Zhou, Haibo 34 2005 Majorization framework for balanced lattice designs. Zbl 1084.62071Zhang, Aijun; Fang, Kai-Tai; Li, Runze; Sudjianto, Agus 20 2005 Empirical likelihood in survival analysis. Zbl 1266.62078Li, Gang; Li, Runze; Zhou, Mai 7 2005 Local likelihood siZer map. Zbl 1193.62085Li, Runze; Marron, J. S. 6 2005 Evaluation of reproducibility for paired functional data. Zbl 1087.62034Li, Runze; Chow, Mosuk 4 2005 An overview on variable selection for survival analysis. Zbl 1266.62080Fan, Jianqing; Li, Gang; Li, Runze 1 2005 New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Zbl 1117.62329Fan, Jianqing; Li, Runze 174 2004 Variable selection for Cox’s proportional hazards model and frailty model. Zbl 1012.62106Fan, Jianqing; Li, Runze 133 2002 Data analysis in supersaturated designs. Zbl 1092.62570Li, Runze; Lin, Dennis K. J. 23 2002 Variable selection via nonconcave penalized likelihood and its oracle properties. Zbl 1073.62547Fan, Jianqing; Li, Runze 1,562 2001 Testing multivariate uniformity and its applications. Zbl 0958.65016Liang, Jia-Juan; Fang, Kai-Tai; Hickernell, Fred J.; Li, Runze 20 2001 Efficient estimation and inferences for varying-coefficient models. Zbl 0999.62052Cai, Zongwu; Fan, Jianqing; Li, Runze 146 2000 Testing multinormality based on low-dimensional projection. Zbl 0961.65005Liang, Jiajuan; Li, Runze; Fang, Hongbin; Fang, Kai-Tai 16 2000 A mixed-type test for linearity in time series. Zbl 0951.62073An, Hong-Zhi; Zhu, Li-Xing; Li, Run-Ze 3 2000 Bayesian statistical inference on elliptical matrix distributions. Zbl 0958.62004Fang, Kai-Tai; Li, Runze 11 1999 A multivariate version of Ghosh’s \(T_{3}\)-plot to detect non-multinormality. Zbl 1042.62552Fang, Kai-Tai; Li, Run-Ze; Liang, Jia-Juan 17 1998 Dimension-reduction type test for linearity of a stochastic regression model. Zbl 0927.62044Zhu, Lixing; Li, Runze 8 1998 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 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 The expected values of invariant polynomials with matrix argument of elliptical distributions. Zbl 0877.62048Li, Runze 4 1997 A new approach for testing symmetry of a high-dimensional distribution. Zbl 0902.62065Zhu, Li-Xing; Fang, Kai-Tai; Li, Run-Ze 2 1997 Estimation of scale matrix of elliptically contoured matrix distributions. Zbl 0838.62043Li, Run-Ze; Fang, Kai-Tai 2 1995 Estimation of scatter matrix based on i.i.d. sample from elliptical distributions. Zbl 0844.62041Fang, Kaitai; Li, Runze 1 1995 The characteristic functions of spherical matrix distributions. Zbl 0799.62057Li, Runze 3 1993 all cited Publications top 5 cited Publications all top 5 Cited by 3,567 Authors 70 Lian, Heng 50 Li, Runze 40 Lin, Lu 40 Zhu, Lixing 39 Zhang, Riquan 38 Fan, Jianqing 38 Yang, Hu 36 Liang, Hua 34 Xue, Liugen 33 Zhao, Weihua 29 Li, Gaorong 27 Zhou, Yong 25 Qin, Hong 24 Zhu, Zhongyi 22 Liu, Jicai 21 Liu, Min-Qian 20 Wang, Qihua 20 Zhao, Peixin 18 Guo, Chaohui 18 Lai, Peng 18 Lv, Jing 18 Tutz, Gerhard E. 18 Wang, Mingqiu 18 You, Jinhong 17 Koukouvinos, Christos 17 Peng, Heng 17 Wu, Yichao 17 Zhu, Liping 16 Cui, Hengjian 16 Ma, Shuangge 16 Zou, Hui 15 Feng, Sanying 15 Lin, Jinguan 15 Song, Xinyuan 14 Fang, Kai-Tai 14 Liu, Yufeng 14 Sun, Liuquan 14 Wang, Kangning 14 Yao, Weixin 13 Li, Jialiang 13 Wang, Lan 13 Zhang, Hao Helen 13 Zhu, Ji 12 Chatterjee, Kashinath 12 Feng, Zhenghui 12 Jiang, Rong 12 Kim, Yongdai 12 Leng, Chenlei 12 Lv, Yazhao 12 Qian, Weimin 12 Tang, Niansheng 12 Tian, Guoliang 12 Wang, Hansheng 12 Zhou, Zhangong 12 Zhu, Hongtu 12 Zou, Changliang 11 Huang, Zhensheng 11 Li, Degui 11 Park, Cheolwoo 11 Song, Lixin 11 Xu, Peirong 11 Yang, Jing 11 Yang, Yiping 11 Zhang, Wenyang 11 Zhang, Zhongzhan 11 Zhou, Yongdao 10 Ahmed, Syed Ejaz 10 Chen, Xin 10 Fan, Yingying 10 He, Xuming 10 Hu, Jianhua 10 Huang, Jian 10 Jiao, Yuling 10 Lin, Huazhen 10 Liu, Han 10 Ma, Shujie 10 Song, Rui 10 Sun, Jianguo 10 Tang, Manlai 10 Wang, Suojin 10 Wang, Xiaoguang 10 Wang, Xiuli 10 Zhang, Qingzhao 9 Chen, Xiaolin 9 Du, Jiang 9 Feng, Long 9 Huang, Jian 9 Li, Gang 9 Liang, Jiajuan 9 Lin, Zhengyan 9 Liu, Yanyan 9 Lu, Wenbin 9 Tong, Xingwei 9 Wan, Alan T. K. 9 Wang, Li 9 Wang, Zhaojun 9 Zhang, Jingxiao 9 Zhao, Yanyong 8 Bondell, Howard D. 8 Bradic, Jelena ...and 3,467 more Authors all top 5 Cited in 196 Serials 245 Computational Statistics and Data Analysis 184 Journal of Multivariate Analysis 173 The Annals of Statistics 122 Journal of Statistical Planning and Inference 106 Journal of the American Statistical Association 91 Statistics & Probability Letters 90 Electronic Journal of Statistics 89 Journal of Statistical Computation and Simulation 80 Communications in Statistics. Theory and Methods 68 Biometrics 60 Annals of the Institute of Statistical Mathematics 60 Journal of Nonparametric Statistics 53 Journal of the Korean Statistical Society 51 Statistics and Computing 48 Journal of Econometrics 47 Computational Statistics 46 Journal of Applied Statistics 45 Communications in Statistics. Simulation and Computation 41 The Annals of Applied Statistics 40 Statistical Papers 39 Science China. Mathematics 38 Metrika 34 Acta Mathematicae Applicatae Sinica. English Series 33 Statistics 31 Scandinavian Journal of Statistics 25 Test 23 Journal of Systems Science and Complexity 21 The Canadian Journal of Statistics 21 Journal of Computational and Applied Mathematics 21 Mathematical Programming. Series A. Series B 18 Lifetime Data Analysis 18 Journal of Machine Learning Research (JMLR) 17 Computational Optimization and Applications 17 Bernoulli 17 Econometric Theory 16 Biometrical Journal 15 Statistical Methodology 14 Statistical Science 14 Journal of the Royal Statistical Society. Series B. Statistical Methodology 14 AStA. Advances in Statistical Analysis 12 Bayesian Analysis 11 Journal of Complexity 11 European Journal of Operational Research 11 Statistica Sinica 11 Acta Mathematica Sinica. English Series 10 Automatica 10 Mathematical Problems in Engineering 10 Statistical Modelling 10 Statistical Applications in Genetics and Molecular Biology 10 SIAM/ASA Journal on Uncertainty Quantification 9 Journal of Scientific Computing 9 Journal of Global Optimization 9 Australian & New Zealand Journal of Statistics 8 SIAM Journal on Optimization 8 Mathematical Methods of Statistics 8 Advances in Data Analysis and Classification. ADAC 8 Journal of Probability and Statistics 7 Brazilian Journal of Probability and Statistics 7 Statistical Analysis and Data Mining 6 Psychometrika 6 Journal of Optimization Theory and Applications 6 Annals of Operations Research 6 Applied Mathematical Modelling 6 Statistical Methods and Applications 6 Journal of Industrial and Management Optimization 6 Computational & Mathematical Methods in Medicine 6 SIAM Journal on Imaging Sciences 5 Inverse Problems 5 Applied Mathematics and Computation 5 Economics Letters 5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 5 Quantitative Finance 5 Journal of Agricultural, Biological, and Environmental Statistics 5 Random Matrices: Theory and Applications 5 Journal of the Operations Research Society of China 4 Journal of the Franklin Institute 4 Journal of Time Series Analysis 4 Neural Networks 4 Machine Learning 4 Neural Computation 4 Applied Mathematics. Series B (English Edition) 4 Abstract and Applied Analysis 4 Frontiers of Mathematics in China 4 Journal of Statistical Theory and Practice 4 Sankhyā. Series A 4 Journal of Theoretical Biology 3 Information Sciences 3 Sequential Analysis 3 Mathematical and Computer Modelling 3 Science in China. Series A 3 Journal of Inequalities and Applications 3 Biostatistics 3 ASTIN Bulletin 3 Journal of Applied Mathematics and Computing 3 Statistics Surveys 3 Japanese Journal of Statistics and Data Science 2 Computer Methods in Applied Mechanics and Engineering 2 International Journal of Control 2 Mathematics of Computation 2 Journal of Mathematical Psychology ...and 96 more Serials all top 5 Cited in 33 Fields 2,413 Statistics (62-XX) 506 Numerical analysis (65-XX) 166 Operations research, mathematical programming (90-XX) 98 Computer science (68-XX) 88 Probability theory and stochastic processes (60-XX) 88 Biology and other natural sciences (92-XX) 64 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 46 Systems theory; control (93-XX) 44 Calculus of variations and optimal control; optimization (49-XX) 40 Information and communication theory, circuits (94-XX) 38 Combinatorics (05-XX) 21 Functional analysis (46-XX) 17 Linear and multilinear algebra; matrix theory (15-XX) 7 Geophysics (86-XX) 6 Ordinary differential equations (34-XX) 6 Harmonic analysis on Euclidean spaces (42-XX) 6 Mechanics of deformable solids (74-XX) 5 Approximations and expansions (41-XX) 5 Operator theory (47-XX) 4 Number theory (11-XX) 4 Special functions (33-XX) 4 Partial differential equations (35-XX) 2 History and biography (01-XX) 2 Mechanics of particles and systems (70-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Real functions (26-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Sequences, series, summability (40-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Fluid mechanics (76-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year