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Modeling of covariance structures of random effects and random errors in linear mixed models
期刊论文
Communications in Statistics - Theory and Methods,2016, 卷号: 45, 期号: 9, 页码: 2748-2769
作者:
Fei, Yu
;
Pan, Yating
;
Chen, Yin
;
Pan, Jianxin
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/08/16
Covariance modeling
Expectation-Maximization (EM) algorithm
Linear mixed models
Longitudinal data
The Effects of Covariance Structures on Modelling of Longitudinal Data
期刊论文
Open Access Library Journal,2015, 卷号: 2, 页码: 1-10
作者:
Chen, Yin
;
Fei, Yu
;
Pan, Jianxin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/09/28
Linear Mixed Models
Mean-Covariance Modeling
Longitudinal Data
Correlated Random Effects
Variable selection in joint modelling of the mean and variance for hierarchical data
期刊论文
Statistical Modelling,2015, 卷号: 15, 期号: 1, 页码: 24-50
作者:
Charalambous, Christiana
;
Pan, Jianxin
;
Tranmer, Mark D.
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  |  
浏览/下载:14/0
  |  
提交时间:2021/08/16
Generalized linear mixed models
H-likelihood
Mean-covariance modelling
Multilevel data
Smoothly clipped absolute deviation penalty
Random effects selection in generalized linear mixed models via shrinkage penalty function
期刊论文
Statistics and Computing,2014, 卷号: 24, 期号: 5, 页码: 725-738
作者:
Pan, Jianxin
;
Huang, Chao
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  |  
浏览/下载:10/0
  |  
提交时间:2021/08/16
Generalized linear mixed models
Modified Cholesky decomposition
Penalized quasi-likelihood
Penalty function
Random effects
Randomized Quasi-Monte Carlo Estimation in Generalized linear Mixed Models
会议论文
Proceedings of Hispano-Moroccan Days on Applied Mathematics and Statistics, Tetouan, Morocco, 17-19 December 2008
作者:
Eid Al-Eid
;
Pan, Jianxin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/03/22
Generalized linear mixed models
high-dimensional integrals
Randomized Quasi-Monte Carlo method
Salamander mating data
Quasi-Monte Carlo estimation in generalized linear mixed models
期刊论文
Computational Statistics and Data Analysis,2007, 卷号: 51, 期号: 12, 页码: 5765-5775
作者:
Pan, Jianxin
;
Thompson, Robin
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  |  
浏览/下载:11/0
  |  
提交时间:2021/08/16
Generalized linear mixed models
High-dimensional integrals
Maximum likelihood estimates
Quasi-Monte Carlo approximation
Salamander data analysis
Modelling conditional covariance in the linear mixed model
期刊论文
Statistical Modelling,2007, 卷号: 7, 期号: 1, 页码: 49-71
作者:
Pan, Jianxin
;
MacKenzie, Gilbert
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/08/16
Cholesky decomposition
Conditional covariance
EM algorithm
Joint mean-covariance models
Linear mixed models
Longitudinal data
Estimation in generalized linear mixed models using SNTO approximation
会议论文
Proceedings of the 20th International Workshop on Statistical Modelling, SYDNEY, AUSTRALIA, July 10-15, 2005
作者:
Al-Eid, Eid
;
Pan, Jianxin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2022/03/15
Generalized linear mixed models
Quasi-Monte Carlo technique
Salamander data
Sequential number-theoretic optimization
Gauss-Hermite quadrature approximation for estimation in generalised linear mixed models
期刊论文
Computational Statistics,2003, 卷号: 18, 期号: 1, 页码: 57-78
作者:
Pan, Jianxin
;
Thompson, Robin
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/08/16
Gauss-Hermite quadrature
Generalised linear mixed models
Maximum likelihood estimates
Newton-Raphson algorithm
Random effects
Modelling conditional covariance structure in linear mixed models
会议论文
Proceedings of the 16th International Workshop on Statistical Modelling, Odense, Denmark, 2001
作者:
Pan, Jianxin
;
MacKenzie, Gilbert
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2022/03/22
Covariance Structure
Linear Mixed Models
Polynomial Fitting
Maximum Hierarchical Likelihood Estimation