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Li, Ker-Chau

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Author ID: li.ker-chau Recent zbMATH articles by "Li, Ker-Chau"
Published as: Li, K. C.; Li, Ker-Chau
Documents Indexed: 41 Publications since 1982

Publications by Year

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
440
1991
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
169
1992
Regression analysis under link violation. Zbl 0753.62041
Li, Ker-Chau; Duan, Naihua
122
1989
Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
120
1987
On almost linearity of low dimensional projections from high dimensional data. Zbl 0782.62065
Hall, Peter; Li, Ker-Chau
115
1993
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
77
1991
Asymptotic optimality of \(C_ L\) and generalized cross-validation in ridge regression with application to spline smoothing. Zbl 0629.62043
Li, Ker-Chau
59
1986
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
48
1998
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
45
1989
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
33
1985
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C. Thomas
28
2003
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
22
1992
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
21
2014
Robust designs for nearly linear regression. Zbl 0481.62056
Li, K. C.; Notz, W.
21
1982
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
20
1999
Minimaxity of the method of regularization on stochastic processes. Zbl 0497.62078
Li, Ker-Chau
11
1982
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
9
2017
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
9
1997
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
9
1984
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
8
2000
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
8
1984
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
6
1995
A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068
Cheng, Ching-Shui; Li, Ker-Chau
6
1995
Distribution-free and link-free estimation for the sample selection model. Zbl 0657.62046
Duan, Naihua; Li, Ker-Chau
6
1987
The strong consistency of M-estimators in linear models. Zbl 0542.62057
Cheng, Ching-Shui; Li, Ker-Chau
6
1984
A minimax approach to sample surveys. Zbl 0524.62015
Cheng, Ching-Shui; Li, Ker-Chau
6
1983
A bias bound for least squares linear regression. Zbl 0824.62057
Duan, Naihua; Li, Ker-Chau
4
1991
Regression models with infinitely many parameters: Consistency of bounded linear functionals. Zbl 0544.62062
Li, Ker-Chau
4
1984
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
Identification of shared components in large ensembles of time series using dimension reduction. Zbl 1048.62086
Li, Ker-Chau; Shedden, Kerby
2
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
2
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
2
1997
Minimaxity for randomized designs: Some general results. Zbl 0517.62077
Li, Ker-Chau
2
1983
A weight-relaxed model averaging approach for high-dimensional generalized linear models. Zbl 1421.62094
Ando, Tomohiro; Li, Ker-Chau
9
2017
A model-averaging approach for high-dimensional regression. Zbl 1367.62209
Ando, Tomohiro; Li, Ker-Chau
21
2014
Dimension reduction for multivariate response data. Zbl 1047.62059
Li, 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 1048.62086
Li, Ker-Chau; Shedden, Kerby
2
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
2
2002
Interactive tree-structured regression via principal Hessian directions. Zbl 1013.62074
Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh
8
2000
Dimension reduction for censored regression data. Zbl 0932.62050
Li, Ker-Chau; Wang, Jane-Ling; Chen, Chun-Houh
20
1999
Can SIR be as popular as multiple linear regression? Zbl 0897.62069
Chen, Chun-Houh; Li, Ker-Chau
48
1998
Nonlinear confounding in high-dimensional regression. Zbl 0873.62071
Li, Ker-Chau
9
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
2
1997
Binary regressors in dimension reduction models: A new look at treatment comparisons. Zbl 0828.62033
Carroll, R. J.; Li, Ker-Chau
6
1995
A study of the method of principal Hessian direction for analysis of data from designed experiments. Zbl 0828.62068
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
115
1993
On principal Hessian directions for data visualization and dimension reduction: Another application of Stein’s lemma. Zbl 0765.62003
Li, Ker-Chau
169
1992
Measurement error regression with unknown link: Dimension reduction and data visualization. Zbl 0765.62002
Carroll, Raymond J.; Li, Ker-Chau
22
1992
Sliced inverse regression for dimension reduction. Zbl 0742.62044
Li, Ker-Chau
440
1991
Slicing regression: A link-free regression method. Zbl 0738.62070
Duan, Naihua; Li, Ker-Chau
77
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
122
1989
Honest confidence regions for nonparametric regression. Zbl 0681.62047
Li, Ker-Chau
45
1989
Asymptotic optimality for \(C_ p\), \(C_ L\), cross-validation and generalized cross-validation: Discrete index set. Zbl 0653.62037
Li, Ker-Chau
120
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
59
1986
From Stein’s unbiased risk estimates to the method of generalized cross- validation. Zbl 0605.62047
Li, Ker-Chau
33
1985
Robust regression designs when the design space consists of finitely many points. Zbl 0546.62048
Li, Ker-Chau
9
1984
Consistency for cross-validated nearest neighbor estimates in nonparametric regression. Zbl 0538.62030
Li, Ker-Chau
8
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
2
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
11
1982
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

Citations by Year