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Author ID: li.ker-chau Recent zbMATH articles by "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

Publications by Year

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 0742.62044
Li, Ker-Chau
493
1991
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
205
1992
Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
147
1987
Regression analysis under link violation. Zbl 0753.62041
Li, Ker-Chau; Duan, Naihua
134
1989
On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065
Hall, Peter; Li, Ker-Chau
131
1993
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
90
1991
Asymptotic optimality of \(C_ L\) and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043
Li, Ker-Chau
63
1986
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
53
1998
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
49
1989
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
43
2014
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
35
1985
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Thomas Agnan, C.
32
2003
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
27
1992
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
22
2017
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
22
1999
Robust designs for nearly linear regression. Zbl 0481.62056
Li, K. C.; Notz, W.
21
1982
Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078
Li, Ker-Chau
12
1982
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
11
2000
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
10
1997
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
9
1984
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
9
1984
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
7
1995
The strong consistency of M-estimators in linear models. Zbl 0542.62057
Cheng, Ching-Shui; Li, Ker-Chau
6
1984
Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046
Duan, Naihua; Li, Ker-Chau
6
1987
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
6
1995
A minimax approach to sample surveys. Zbl 0524.62015
Cheng, Ching-Shui; Li, Ker-Chau
6
1983
Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062
Li, Ker-Chau
4
1984
A bias bound for least squares linear regression. Zbl 0824.62057
Duan, Naihua; Li, Ker-Chau
4
1991
Optimality criteria in survey sampling. Zbl 0628.62009
Cheng, Ching-Shui; Li, Ker-Chau
3
1987
The data-smoothing aspect of Stein estimates. Zbl 0557.62007
Li, Ker-Chau; Hwang, Jiunn Tzon
3
1984
Minimaxity for randomized designs: Some general results. Zbl 0517.62077
Li, Ker-Chau
3
1983
A systematic approach to the analysis of complex interaction patterns in two-level factorial designs. Zbl 0892.62058
Filliben, James J.; Li, Ker-Chau
3
1997
A simple statistical model for depicting the cdc15-synchronized yeast cell-cycle regulated gene expression data. Zbl 1005.62093
Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng
2
2002
Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086
Li, Ker-Chau; Shedden, Kerby
2
2002
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
22
2017
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
43
2014
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, 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 1005.62093
Li, Ker-Chau; Yan, Ming; Yuan, Shinsheng
2
2002
Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086
Li, Ker-Chau; Shedden, Kerby
2
2002
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
11
2000
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
22
1999
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
53
1998
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
10
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
3
1997
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
7
1995
A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068
Cheng, Ching-Shui; Li, Ker-Chau
6
1995
On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065
Hall, Peter; Li, Ker-Chau
131
1993
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
205
1992
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
27
1992
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
493
1991
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
90
1991
A bias bound for least squares linear regression. Zbl 0824.62057
Duan, Naihua; Li, Ker-Chau
4
1991
Regression analysis under link violation. Zbl 0753.62041
Li, Ker-Chau; Duan, Naihua
134
1989
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
49
1989
Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
147
1987
Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046
Duan, Naihua; Li, Ker-Chau
6
1987
Optimality criteria in survey sampling. Zbl 0628.62009
Cheng, 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 0629.62043
Li, Ker-Chau
63
1986
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
35
1985
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
9
1984
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
9
1984
The strong consistency of M-estimators in linear models. Zbl 0542.62057
Cheng, Ching-Shui; Li, Ker-Chau
6
1984
Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062
Li, Ker-Chau
4
1984
The data-smoothing aspect of Stein estimates. Zbl 0557.62007
Li, Ker-Chau; Hwang, Jiunn Tzon
3
1984
A minimax approach to sample surveys. Zbl 0524.62015
Cheng, Ching-Shui; Li, Ker-Chau
6
1983
Minimaxity for randomized designs: Some general results. Zbl 0517.62077
Li, Ker-Chau
3
1983
Robust designs for nearly linear regression. Zbl 0481.62056
Li, K. C.; Notz, W.
21
1982
Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078
Li, Ker-Chau
12
1982
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

Citations by Year