Edit Profile (opens in new tab) Li, Ker-Chau Compute Distance To: Compute Author ID: li.ker-chau Published as: Li, Ker-Chau Documents Indexed: 41 Publications since 1982 Co-Authors: 19 Co-Authors with 27 Joint Publications 920 Co-Co-Authors all top 5 Co-Authors 13 single-authored 5 Cheng, Chingshui 4 Chen, Chun-Houh 4 Duan, Naihua 3 Shedden, Kerby A. 2 Ando, Tomohiro 2 Carroll, Raymond James 1 Aragon, Yve 1 Bina, Minou 1 Elashoff, Robert M. 1 Filliben, James J. 1 Hall, Peter Gavin 1 Hwang, Jiunn Tzon 1 Lue, Heng-Hui 1 Thomas-Agnan, Christine 1 Wang, Jane-Ling 1 Xie, Jun 1 Yan, Ming 1 Ylvisaker, Nils Donald 1 Yuan, Shinsheng all top 5 Serials 17 The Annals of Statistics 11 Journal of the American Statistical Association 5 Statistica Sinica 1 Biometrika 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Technometrics 1 Statistics & Probability Letters 1 Linear Algebra and its Applications all top 5 Fields 40 Statistics (62-XX) 2 Numerical analysis (65-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 34 Publications have been cited 1,652 times in 1,019 Documents Cited by ▼ Year ▼ Sliced inverse regression for dimension reduction. Zbl 0742.62044Li, Ker-Chau 493 1991 On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003Li, Ker-Chau 205 1992 Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037Li, Ker-Chau 147 1987 Regression analysis under link violation. Zbl 0753.62041Li, Ker-Chau; Duan, Naihua 134 1989 On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065Hall, Peter; Li, Ker-Chau 131 1993 Slicing regression: A link-free regression method. Zbl 0738.62070Duan, Naihua; Li, Ker-Chau 90 1991 Asymptotic optimality of \(C_ L\) and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043Li, Ker-Chau 63 1986 Can SIR be as popular as multiple linear regression? Zbl 0897.62069Chen, Chun-Houh; Li, Ker-Chau 53 1998 Honest confidence regions for nonparametric regression. Zbl 0681.62047Li, Ker-Chau 49 1989 A model-averaging approach for high-dimensional regression. Zbl 1367.62209Ando, Tomohiro; Li, Ker-Chau 43 2014 From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047Li, Ker-Chau 35 1985 Dimension reduction for multivariate response data. Zbl 1047.62059Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Thomas Agnan, C. 32 2003 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 27 1992 A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094Ando, Tomohiro; Li, Ker-Chau 22 2017 Dimension reduction for censored regression data. Zbl 0932.62050Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh 22 1999 Robust designs for nearly linear regression. Zbl 0481.62056Li, K. C.; Notz, W. 21 1982 Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078Li, Ker-Chau 12 1982 Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh 11 2000 Nonlinear confounding in high-dimensional regression. Zbl 0873.62071Li, Ker-Chau 10 1997 Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030Li, Ker-Chau 9 1984 Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048Li, Ker-Chau 9 1984 Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033Carroll, R. J.; Li, Ker-Chau 7 1995 The strong consistency of M-estimators in linear models. Zbl 0542.62057Cheng, Ching-Shui; Li, Ker-Chau 6 1984 Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046Duan, Naihua; Li, Ker-Chau 6 1987 A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068Cheng, Ching-Shui; Li, Ker-Chau 6 1995 A minimax approach to sample surveys. Zbl 0524.62015Cheng, Ching-Shui; Li, Ker-Chau 6 1983 Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062Li, Ker-Chau 4 1984 A bias bound for least squares linear regression. Zbl 0824.62057Duan, Naihua; Li, Ker-Chau 4 1991 Optimality criteria in survey sampling. Zbl 0628.62009Cheng, Ching-Shui; Li, Ker-Chau 3 1987 The data-smoothing aspect of Stein estimates. Zbl 0557.62007Li, Ker-Chau; Hwang, Jiunn Tzon 3 1984 Minimaxity for randomized designs: Some general results. Zbl 0517.62077Li, Ker-Chau 3 1983 A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058Filliben, James J.; Li, Ker-Chau 3 1997 A simple statistical model for depicting the cdc15-synchronized yeast cell-cycle regulated gene expression data. Zbl 1005.62093Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng 2 2002 Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086Li, Ker-Chau; Shedden, Kerby 2 2002 A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094Ando, Tomohiro; Li, Ker-Chau 22 2017 A model-averaging approach for high-dimensional regression. Zbl 1367.62209Ando, Tomohiro; Li, Ker-Chau 43 2014 Dimension reduction for multivariate response data. Zbl 1047.62059Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Thomas Agnan, C. 32 2003 A simple statistical model for depicting the cdc15-synchronized yeast cell-cycle regulated gene expression data. Zbl 1005.62093Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng 2 2002 Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086Li, Ker-Chau; Shedden, Kerby 2 2002 Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh 11 2000 Dimension reduction for censored regression data. Zbl 0932.62050Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh 22 1999 Can SIR be as popular as multiple linear regression? Zbl 0897.62069Chen, Chun-Houh; Li, Ker-Chau 53 1998 Nonlinear confounding in high-dimensional regression. Zbl 0873.62071Li, Ker-Chau 10 1997 A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058Filliben, James J.; Li, Ker-Chau 3 1997 Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033Carroll, R. J.; Li, Ker-Chau 7 1995 A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068Cheng, Ching-Shui; Li, Ker-Chau 6 1995 On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065Hall, Peter; Li, Ker-Chau 131 1993 On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003Li, Ker-Chau 205 1992 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 27 1992 Sliced inverse regression for dimension reduction. Zbl 0742.62044Li, Ker-Chau 493 1991 Slicing regression: A link-free regression method. Zbl 0738.62070Duan, Naihua; Li, Ker-Chau 90 1991 A bias bound for least squares linear regression. Zbl 0824.62057Duan, Naihua; Li, Ker-Chau 4 1991 Regression analysis under link violation. Zbl 0753.62041Li, Ker-Chau; Duan, Naihua 134 1989 Honest confidence regions for nonparametric regression. Zbl 0681.62047Li, Ker-Chau 49 1989 Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037Li, Ker-Chau 147 1987 Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046Duan, Naihua; Li, Ker-Chau 6 1987 Optimality criteria in survey sampling. Zbl 0628.62009Cheng, Ching-Shui; Li, Ker-Chau 3 1987 Asymptotic optimality of \(C_ L\) and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043Li, Ker-Chau 63 1986 From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047Li, Ker-Chau 35 1985 Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030Li, Ker-Chau 9 1984 Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048Li, Ker-Chau 9 1984 The strong consistency of M-estimators in linear models. Zbl 0542.62057Cheng, Ching-Shui; Li, Ker-Chau 6 1984 Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062Li, Ker-Chau 4 1984 The data-smoothing aspect of Stein estimates. Zbl 0557.62007Li, Ker-Chau; Hwang, Jiunn Tzon 3 1984 A minimax approach to sample surveys. Zbl 0524.62015Cheng, Ching-Shui; Li, Ker-Chau 6 1983 Minimaxity for randomized designs: Some general results. Zbl 0517.62077Li, Ker-Chau 3 1983 Robust designs for nearly linear regression. Zbl 0481.62056Li, K. C.; Notz, W. 21 1982 Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078Li, Ker-Chau 12 1982 all cited Publications top 5 cited Publications all top 5 Cited by 1,421 Authors 62 Zhu, Lixing 29 Zhu, Liping 26 Cook, Ralph Dennis 26 Yin, Xiangrong 25 Zhang, Xinyu 20 Saracco, Jérôme 19 Yu, Zhou 17 Dong, Yuexiao 17 Li, Bing 16 Yoo, Jae Keun 16 Zou, Guohua 15 Wang, Tao 14 Li, Lexin 12 Wang, Qihua 11 Zhang, Jun 10 Lin, Lu 10 Wang, Qin 9 Artemiou, Andreas 9 Huang, Zhensheng 9 Prendergast, Luke Anthony 9 Wen, Xuerong Meggie 9 Yang, Yuhong 9 Zhang, Riquan 9 Zhu, Xuehu 8 Chiaromonte, Francesca 8 Christou, Eliana 8 Sugiyama, Masashi 8 Wan, Alan T. K. 8 Zhao, Shangwei 7 Davies, Patrick Laurie 7 Girard, Stéphane 7 Guo, Xu 7 Liquet, Benoit 7 Lue, Heng-Hui 7 Ma, Yanyuan 7 Shin, Seungjun 7 Wang, Guochang 7 Wu, Yichao 7 Xue, Liugen 7 Zhao, Junlong 6 Fan, Jianqing 6 Fang, Fang 6 Feng, Zhenghui 6 Li, Gaorong 6 Lukas, Mark A. 6 Tsai, Chihling 6 Wahba, Grace 6 Wang, Lei 6 Xu, Wangli 5 Brown, Lawrence David 5 Bura, Efstathia 5 Cai, Tony Tony 5 Forbes, Florence 5 Hilafu, Haileab 5 Li, Qi 5 Li, Runze 5 Lian, Heng 5 Liang, Hua 5 Nordhausen, Klaus 5 Wang, Shouyang 5 Xia, Yingcun 5 Xu, Peirong 5 Xue, Yuan 5 Zhang, Jingxiao 5 Zhao, Xiaobing 4 Arlot, Sylvain 4 Beran, Rudolf J. 4 Chen, Li-Pang 4 Comte, Fabienne 4 Constantine, Paul G. 4 Ding, Shanshan 4 Forzani, Liliana 4 Gai, Yujie 4 Gao, Yan 4 He, Shuyuan 4 Huang, Ming-Yueh 4 Kou, S. C. 4 Liao, Jun 4 Lin, Huazhen 4 Mukherjee, Sayan 4 Nickl, Richard 4 Nkiet, Guy Martial 4 Oja, Hannu 4 Peng, Heng 4 Scrucca, Luca 4 Stenger, Horst 4 Tangkaratt, Voot 4 Wang, Jane-Ling 4 Wang, Kangning 4 Wasserman, Larry Alan 4 Wiens, Douglas P. 4 Wu, Qiang 4 Xu, Xingzhong 4 Yao, Weixin 4 Zhang, Baoxue 4 Zhang, Xin 4 Zhou, Jingke 4 Zhou, Xian 3 Akritas, Michael G. 3 Bach, Francis R. ...and 1,321 more Authors all top 5 Cited in 123 Serials 102 Computational Statistics and Data Analysis 99 The Annals of Statistics 86 Journal of Multivariate Analysis 55 Journal of Statistical Planning and Inference 42 Communications in Statistics. Theory and Methods 39 Journal of Econometrics 35 Electronic Journal of Statistics 30 Statistics & Probability Letters 24 Statistica Sinica 21 Journal of the American Statistical Association 20 Statistics and Computing 19 Annals of the Institute of Statistical Mathematics 19 Journal of Statistical Computation and Simulation 18 Communications in Statistics. Simulation and Computation 17 Computational Statistics 16 Statistics 16 Journal of Nonparametric Statistics 14 Test 14 Statistical Papers 14 Journal of the Korean Statistical Society 13 Bernoulli 12 Econometric Reviews 12 Journal of Applied Statistics 11 Biometrics 11 Neural Computation 11 Econometric Theory 10 Statistical Science 10 Journal of Systems Science and Complexity 9 The Canadian Journal of Statistics 9 Scandinavian Journal of Statistics 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 8 Acta Mathematicae Applicatae Sinica. English Series 8 Economics Letters 8 Journal of Machine Learning Research (JMLR) 8 The Annals of Applied Statistics 7 Machine Learning 7 Science China. Mathematics 6 Metrika 5 Science in China. Series A 5 Journal of Computational and Graphical Statistics 4 Journal of Computational Physics 4 Australian & New Zealand Journal of Statistics 4 Advances in Data Analysis and Classification. ADAC 3 Computer Methods in Applied Mechanics and Engineering 3 Probability Theory and Related Fields 3 Pattern Recognition 3 SIAM Journal on Scientific Computing 3 Applied Mathematics. Series B (English Edition) 3 Applied and Computational Harmonic Analysis 3 Mathematical Methods of Statistics 3 Acta Mathematica Sinica. English Series 3 International Journal of Wavelets, Multiresolution and Information Processing 3 AStA. Advances in Statistical Analysis 3 Statistics Surveys 2 Biometrical Journal 2 Information Sciences 2 Journal of Classification 2 Journal of Complexity 2 Constructive Approximation 2 European Journal of Operational Research 2 Journal of Mathematical Imaging and Vision 2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 2 Abstract and Applied Analysis 2 Methodology and Computing in Applied Probability 2 Statistical Modelling 2 Statistical Methods and Applications 2 Statistical Analysis and Data Mining 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Sankhyā. Series A 2 SIAM/ASA Journal on Uncertainty Quantification 1 Advances in Applied Probability 1 Bulletin of the Australian Mathematical Society 1 Mathematical Biosciences 1 Mathematics of Computation 1 Automatica 1 Fuzzy Sets and Systems 1 Journal of Approximation Theory 1 Journal of Computational and Applied Mathematics 1 Journal of Economic Theory 1 Mathematics and Computers in Simulation 1 Mathematics of Operations Research 1 Numerische Mathematik 1 Journal of Time Series Analysis 1 Revue de Statistique Appliquée 1 Sequential Analysis 1 Mathematical and Computer Modelling 1 Journal of Integral Equations and Applications 1 Neural Networks 1 Linear Algebra and its Applications 1 Proceedings of the National Academy of Sciences of the United States of America 1 Stochastic Processes and their Applications 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 Mathematical Programming. Series A. Series B 1 Advances in Computational Mathematics 1 Lifetime Data Analysis 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Far East Journal of Theoretical Statistics 1 Data Mining and Knowledge Discovery 1 Extremes ...and 23 more Serials all top 5 Cited in 29 Fields 972 Statistics (62-XX) 171 Numerical analysis (65-XX) 49 Computer science (68-XX) 28 Probability theory and stochastic processes (60-XX) 17 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 16 Biology and other natural sciences (92-XX) 10 Operations research, mathematical programming (90-XX) 9 Approximations and expansions (41-XX) 8 Functional analysis (46-XX) 7 Harmonic analysis on Euclidean spaces (42-XX) 7 Information and communication theory, circuits (94-XX) 6 Systems theory; control (93-XX) 5 Operator theory (47-XX) 5 Geophysics (86-XX) 3 General and overarching topics; collections (00-XX) 3 Differential geometry (53-XX) 2 Integral equations (45-XX) 2 Fluid mechanics (76-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Algebraic geometry (14-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geometry (51-XX) 1 Mechanics of deformable solids (74-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year