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Longitudinal Data Analysis Based on Bayesian Semiparametric Method Journal article
Axioms,2023, volume: 12, issue: 5
Authors:  Jiao, Guimei;  Liang, Jiajuan;  Wang, Fanjuan;  Chen, Xiaoli;  Chen, Shaokang
Favorite  |  View/Download：4/0  |  Submit date：2023/07/03
Estimation and Optimal Structure Selection of High Dimensional Toeplitz Covariance Matrix Journal article
Journal of Multivariate Analysis,2021, volume: 184
Authors:  Yang, Yihe;  Zhou, Jie;  Pan, Jianxin
Favorite  |  View/Download：5/0  |  Submit date：2021/09/24
Estimation of covariance matrix with ARMA structure through quadratic loss function Book chapter
出自: Contemporary Experimental Design, Multivariate Analysis and Data Mining - Festschrift in Honour of Professor Kai-Tai Fang, Cham:Springer, 2020, pages: 227-239
Authors:  Zhang, Defei;  Cui, Xiangzhao;  Li, Chun;  Pan, Jianxin
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Covariance Matrix Regularization for Banded Toeplitz Structure via Frobenius-Norm Discrepancy Conference paper
MATRICES, STATISTICS AND BIG DATA, Funchal, PORTUGAL, 6-9 June 2016
Authors:  Cui, Xiangzhao;  Li, Zhenyang;  Zhao, Jine;  Zhang, Defei;  Pan, Jianxin
Favorite  |  View/Download：10/0  |  Submit date：2021/09/23
Regularization for high-dimensional covariance matrix Journal article
Special Matrices,2016, volume: 4, issue: 1, pages: 189-201
Authors:  Cui, Xiangzhao;  Li, Chun;  Zhao, Jine;  Zeng, Li;  Zhang, Defei
Favorite  |  View/Download：5/0  |  Submit date：2021/08/16
Covariance structure regularization via Frobenius-norm discrepancy Journal article
Linear Algebra and Its Applications,2016, volume: 510, pages: 124-145
Authors:  Cui, Xiangzhao;  Li, Chun;  Zhao, Jine;  Zeng, Li;  Zhang, Defei
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Covariance structure regularization via entropy loss function Journal article
Computational Statistics and Data Analysis,2014, volume: 72, pages: 315-327
Authors:  Lin, Lijing;  Higham, Nicholas J.;  Pan, Jianxin
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Constrained maximum likelihood estimation for two-level mean and covariance structure models Journal article
Educational and Psychological Measurement,2011, volume: 71, issue: 2, pages: 325-345
Authors:  Bentler, Peter M.;  Liang, Jiajuan;  Tang, Man Lai;  Yuan, Kehai
Favorite  |  View/Download：4/0  |  Submit date：2021/06/04
Modelling of covariance structures in generalised estimating equations for longitudinal data Journal article
Biometrika,2006, volume: 93, issue: 4, pages: 927-941
Authors:  Ye, Huajun;  Pan, Jianxin
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Some Recent Advances in Two-level Structural Equation Models: Estimation, Testing and Robustness Book chapter
出自: Contemporary Multivariate Analysis and Design of Experiments, Switzerland:Springer International Publishing, 2005
Authors:  Peter M. Bentler;  JIAJUAN LIANG;  Ke-Hai Yuan
Favorite  |  View/Download：2/0  |  Submit date：2021/08/26