Edit Profile Li, Ker-Chau Compute Distance To: Compute Author ID: li.ker-chau Published as: Li, K. C.; Li, Ker-Chau Documents Indexed: 41 Publications since 1982 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 Agnan, C. Thomas 1 Aragon, Yve 1 Bina, Minou 1 Elashoff, Robert M. 1 Filliben, James J. 1 Hall, Peter Gavin 1 Hwang, Jiunn Tzon 1 Lee, Young Jack 1 Lue, Heng-Hui 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 Technometrics 1 Statistics & Probability Letters 1 Linear Algebra and its Applications all top 5 Fields 39 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 34 Publications have been cited 1,446 times in 884 Documents Cited by ▼ Year ▼ Sliced inverse regression for dimension reduction. Zbl 0742.62044Li, Ker-Chau 440 1991 On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003Li, Ker-Chau 169 1992 Regression analysis under link violation. Zbl 0753.62041Li, Ker-Chau; Duan, Naihua 122 1989 Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037Li, Ker-Chau 120 1987 On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065Hall, Peter; Li, Ker-Chau 115 1993 Slicing regression: A link-free regression method. Zbl 0738.62070Duan, Naihua; Li, Ker-Chau 77 1991 Asymptotic optimality of \(C_ L\) and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043Li, Ker-Chau 59 1986 Can SIR be as popular as multiple linear regression? Zbl 0897.62069Chen, Chun-Houh; Li, Ker-Chau 48 1998 Honest confidence regions for nonparametric regression. Zbl 0681.62047Li, Ker-Chau 45 1989 From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047Li, Ker-Chau 33 1985 Dimension reduction for multivariate response data. Zbl 1047.62059Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C. Thomas 28 2003 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 22 1992 A model-averaging approach for high-dimensional regression. Zbl 1367.62209Ando, Tomohiro; Li, Ker-Chau 21 2014 Robust designs for nearly linear regression. Zbl 0481.62056Li, K. C.; Notz, W. 21 1982 Dimension reduction for censored regression data. Zbl 0932.62050Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh 20 1999 Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078Li, Ker-Chau 11 1982 A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094Ando, Tomohiro; Li, Ker-Chau 9 2017 Nonlinear confounding in high-dimensional regression. Zbl 0873.62071Li, Ker-Chau 9 1997 Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048Li, Ker-Chau 9 1984 Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh 8 2000 Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030Li, Ker-Chau 8 1984 Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033Carroll, R. J.; Li, Ker-Chau 6 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 Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046Duan, Naihua; Li, Ker-Chau 6 1987 The strong consistency of M-estimators in linear models. Zbl 0542.62057Cheng, Ching-Shui; Li, Ker-Chau 6 1984 A minimax approach to sample surveys. Zbl 0524.62015Cheng, Ching-Shui; Li, Ker-Chau 6 1983 A bias bound for least squares linear regression. Zbl 0824.62057Duan, Naihua; Li, Ker-Chau 4 1991 Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062Li, Ker-Chau 4 1984 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 Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086Li, Ker-Chau; Shedden, Kerby 2 2002 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 A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058Filliben, James J.; Li, Ker-Chau 2 1997 Minimaxity for randomized designs: Some general results. Zbl 0517.62077Li, Ker-Chau 2 1983 A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094Ando, Tomohiro; Li, Ker-Chau 9 2017 A model-averaging approach for high-dimensional regression. Zbl 1367.62209Ando, Tomohiro; Li, Ker-Chau 21 2014 Dimension reduction for multivariate response data. Zbl 1047.62059Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C. Thomas 28 2003 Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086Li, Ker-Chau; Shedden, Kerby 2 2002 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 Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh 8 2000 Dimension reduction for censored regression data. Zbl 0932.62050Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh 20 1999 Can SIR be as popular as multiple linear regression? Zbl 0897.62069Chen, Chun-Houh; Li, Ker-Chau 48 1998 Nonlinear confounding in high-dimensional regression. Zbl 0873.62071Li, Ker-Chau 9 1997 A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058Filliben, James J.; Li, Ker-Chau 2 1997 Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033Carroll, R. J.; Li, Ker-Chau 6 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 115 1993 On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003Li, Ker-Chau 169 1992 Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002Carroll, Raymond J.; Li, Ker-Chau 22 1992 Sliced inverse regression for dimension reduction. Zbl 0742.62044Li, Ker-Chau 440 1991 Slicing regression: A link-free regression method. Zbl 0738.62070Duan, Naihua; Li, Ker-Chau 77 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 122 1989 Honest confidence regions for nonparametric regression. Zbl 0681.62047Li, Ker-Chau 45 1989 Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037Li, Ker-Chau 120 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 59 1986 From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047Li, Ker-Chau 33 1985 Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048Li, Ker-Chau 9 1984 Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030Li, Ker-Chau 8 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 2 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 11 1982 all cited Publications top 5 cited Publications all top 5 Cited by 1,175 Authors 61 Zhu, Lixing 28 Cook, Ralph Dennis 26 Zhu, Liping 24 Yin, Xiangrong 19 Yu, Zhou 18 Li, Bing 18 Saracco, Jérôme 17 Dong, Yuexiao 15 Yoo, Jae Keun 14 Zhang, Xinyu 13 Li, Lexin 13 Wang, Qihua 11 Zou, Guohua 10 Wen, Xuerong Meggie 10 Zhang, Jun 9 Huang, Zhensheng 9 Lin, Lu 9 Wiens, Douglas P. 9 Zhang, Riquan 9 Zhu, Xuehu 8 Artemiou, Andreas 8 Chiaromonte, Francesca 8 Prendergast, Luke Anthony 8 Wang, Qin 8 Xue, Liugen 7 Guo, Xu 7 Lue, Heng-Hui 7 Tsai, Chihling 7 Yang, Yuhong 7 Zhao, Junlong 6 Davies, Patrick Laurie 6 Feng, Zhenghui 6 Liang, Hua 6 Liquet, Benoit 6 Lukas, Mark A. 6 Shin, Seungjun 6 Sugiyama, Masashi 6 Wahba, Grace 6 Wu, Yichao 6 Xia, Yingcun 5 Brown, Lawrence David 5 Fan, Jianqing 5 Girard, Stéphane 5 Li, Gaorong 5 Li, Runze 5 Lian, Heng 5 Peng, Heng 5 Wang, Guochang 5 Xu, Wangli 5 Zhang, Jingxiao 5 Zhou, Julie 4 Arlot, Sylvain 4 Beran, Rudolf J. 4 Bura, Efstathia 4 Cai, Tony Tony 4 Chen, Xin 4 Comte, Fabienne 4 Constantine, Paul G. 4 Ding, Shanshan 4 Forzani, Liliana 4 Härdle, Wolfgang Karl 4 Hilafu, Haileab 4 Kou, S. C. 4 Lin, Huazhen 4 Lu, Xuewen 4 Ma, Yanyuan 4 McNicholas, Paul D. 4 Mukherjee, Sayan 4 Scrucca, Luca 4 Stenger, Horst 4 Velilla, Santiago 4 Wang, Jane-Ling 4 Wasserman, Larry Alan 4 Weisberg, Sanford 4 Wu, Qiang 4 Xu, Peirong 4 Xu, Xingzhong 4 Xue, Yuan 4 Yao, Weixin 4 Zhao, Shangwei 4 Zhou, Jingke 3 Adragni, Kofi Placid 3 Akritas, Michael G. 3 Bach, Francis R. 3 Baraud, Yannick 3 Belitser, Eduard 3 Cai, Tianxi 3 Chen, Chun-Shu 3 Christou, Eliana 3 Ding, Xiaobo 3 Draper, Norman R. 3 Fang, Kai-Tai 3 Forbes, Florence 3 Gabler, Siegfried 3 Gai, Yujie 3 Gannoun, Ali 3 Gao, Yan 3 Gardes, Laurent 3 Genovese, Christopher R. 3 Gu, Chong ...and 1,075 more Authors all top 5 Cited in 112 Serials 92 The Annals of Statistics 90 Computational Statistics and Data Analysis 88 Journal of Multivariate Analysis 62 Journal of Statistical Planning and Inference 39 Statistics & Probability Letters 34 Communications in Statistics. Theory and Methods 33 Journal of Econometrics 26 Electronic Journal of Statistics 21 Journal of the American Statistical Association 18 Statistics and Computing 17 Annals of the Institute of Statistical Mathematics 16 Computational Statistics 16 Journal of Statistical Computation and Simulation 15 Statistics 14 Communications in Statistics. Simulation and Computation 13 The Canadian Journal of Statistics 13 Test 13 Journal of Nonparametric Statistics 11 Biometrics 11 Journal of the Korean Statistical Society 9 Scandinavian Journal of Statistics 9 Neural Computation 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 Econometric Theory 8 Statistical Science 8 Bernoulli 8 Journal of Systems Science and Complexity 7 Statistical Papers 7 Journal of Applied Statistics 6 Metrika 6 Acta Mathematicae Applicatae Sinica. English Series 6 Economics Letters 6 Journal of Machine Learning Research (JMLR) 6 The Annals of Applied Statistics 5 Science in China. Series A 5 Machine Learning 5 Science China. Mathematics 4 Econometric Reviews 4 Applied Mathematics. Series B (English Edition) 4 Australian & New Zealand Journal of Statistics 3 Journal of Computational Physics 3 Probability Theory and Related Fields 3 Pattern Recognition 3 SIAM Journal on Scientific Computing 3 Applied and Computational Harmonic Analysis 3 Mathematical Methods of Statistics 3 AStA. Advances in Statistical Analysis 2 Biometrical Journal 2 Information Sciences 2 Journal of Classification 2 Journal of Complexity 2 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 2 Abstract and Applied Analysis 2 Acta Mathematica Sinica. English Series 2 Methodology and Computing in Applied Probability 2 Statistical Modelling 2 Statistical Methods and Applications 2 Advances in Data Analysis and Classification. ADAC 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 Computer Methods in Applied Mechanics and Engineering 1 Mathematical Biosciences 1 Mathematics of Computation 1 Automatica 1 Fuzzy Sets and Systems 1 Journal of Computational and Applied Mathematics 1 Mathematics and Computers in Simulation 1 Numerische Mathematik 1 Journal of Time Series Analysis 1 Revue de Statistique Appliquée 1 Sequential Analysis 1 Constructive Approximation 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 Journal of Mathematical Imaging and Vision 1 Statistica Sinica 1 Lifetime Data Analysis 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Data Mining and Knowledge Discovery 1 Extremes 1 Optimization and Engineering 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Mathematical Geology 1 Stochastics and Dynamics 1 Statistical Applications in Genetics and Molecular Biology 1 Analysis and Applications (Singapore) 1 International Journal of Wavelets, Multiresolution and Information Processing 1 Journal of Statistical Mechanics: Theory and Experiment ...and 12 more Serials all top 5 Cited in 28 Fields 839 Statistics (62-XX) 179 Numerical analysis (65-XX) 36 Computer science (68-XX) 27 Probability theory and stochastic processes (60-XX) 14 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 14 Biology and other natural sciences (92-XX) 9 Functional analysis (46-XX) 8 Approximations and expansions (41-XX) 7 Harmonic analysis on Euclidean spaces (42-XX) 7 Operations research, mathematical programming (90-XX) 6 Systems theory; control (93-XX) 6 Information and communication theory, circuits (94-XX) 5 Operator theory (47-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 4 Geophysics (86-XX) 3 Differential geometry (53-XX) 2 Integral equations (45-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Algebraic geometry (14-XX) 1 Special functions (33-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geometry (51-XX) 1 Fluid mechanics (76-XX) 1 Astronomy and astrophysics (85-XX) 1 Mathematics education (97-XX) Citations by Year