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## Li, Ker-Chau

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 Author ID: li.ker-chau Published as: Li, K. C.; Li, Ker-Chau
 Documents Indexed: 41 Publications since 1982
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#### 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
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#### 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
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#### 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)

#### 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 0742.62044
Li, Ker-Chau
1991
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
1992
Regression analysis under link violation. Zbl 0753.62041
Li, Ker-Chau; Duan, Naihua
1989
Asymptotic optimality for $$C_ p$$, $$C_ L$$, cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
1987
On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065
Hall, Peter; Li, Ker-Chau
1993
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
1991
Asymptotic optimality of $$C_ L$$ and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043
Li, Ker-Chau
1986
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
1998
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
1989
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
1985
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C. Thomas
2003
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
1992
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
2014
Robust designs for nearly linear regression. Zbl 0481.62056
Li, K. C.; Notz, W.
1982
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
1999
Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078
Li, Ker-Chau
1982
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
2017
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
1997
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
1984
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
2000
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
1984
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
1995
A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068
Cheng, Ching-Shui; Li, Ker-Chau
1995
Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046
Duan, Naihua; Li, Ker-Chau
1987
The strong consistency of M-estimators in linear models. Zbl 0542.62057
Cheng, Ching-Shui; Li, Ker-Chau
1984
A minimax approach to sample surveys. Zbl 0524.62015
Cheng, Ching-Shui; Li, Ker-Chau
1983
A bias bound for least squares linear regression. Zbl 0824.62057
Duan, Naihua; Li, Ker-Chau
1991
Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062
Li, Ker-Chau
1984
Optimality criteria in survey sampling. Zbl 0628.62009
Cheng, Ching-Shui; Li, Ker-Chau
1987
The data-smoothing aspect of Stein estimates. Zbl 0557.62007
Li, Ker-Chau; Hwang, Jiunn Tzon
1984
Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086
Li, Ker-Chau; Shedden, Kerby
2002
A simple statistical model for depicting the cdc15-synchronized yeast cell-cycle regulated gene expression data. Zbl 1005.62093
Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng
2002
A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058
Filliben, James J.; Li, Ker-Chau
1997
Minimaxity for randomized designs: Some general results. Zbl 0517.62077
Li, Ker-Chau
1983
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
2017
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
2014
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C. Thomas
2003
Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086
Li, Ker-Chau; Shedden, Kerby
2002
A simple statistical model for depicting the cdc15-synchronized yeast cell-cycle regulated gene expression data. Zbl 1005.62093
Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng
2002
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
2000
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
1999
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
1998
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
1997
A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058
Filliben, James J.; Li, Ker-Chau
1997
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
1995
A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068
Cheng, Ching-Shui; Li, Ker-Chau
1995
On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065
Hall, Peter; Li, Ker-Chau
1993
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
1992
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
1992
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
1991
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
1991
A bias bound for least squares linear regression. Zbl 0824.62057
Duan, Naihua; Li, Ker-Chau
1991
Regression analysis under link violation. Zbl 0753.62041
Li, Ker-Chau; Duan, Naihua
1989
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
1989
Asymptotic optimality for $$C_ p$$, $$C_ L$$, cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
1987
Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046
Duan, Naihua; Li, Ker-Chau
1987
Optimality criteria in survey sampling. Zbl 0628.62009
Cheng, Ching-Shui; Li, Ker-Chau
1987
Asymptotic optimality of $$C_ L$$ and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043
Li, Ker-Chau
1986
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
1985
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
1984
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
1984
The strong consistency of M-estimators in linear models. Zbl 0542.62057
Cheng, Ching-Shui; Li, Ker-Chau
1984
Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062
Li, Ker-Chau
1984
The data-smoothing aspect of Stein estimates. Zbl 0557.62007
Li, Ker-Chau; Hwang, Jiunn Tzon
1984
A minimax approach to sample surveys. Zbl 0524.62015
Cheng, Ching-Shui; Li, Ker-Chau
1983
Minimaxity for randomized designs: Some general results. Zbl 0517.62077
Li, Ker-Chau
1983
Robust designs for nearly linear regression. Zbl 0481.62056
Li, K. C.; Notz, W.
1982
Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078
Li, Ker-Chau
1982
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#### 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
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#### 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
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#### 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)