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Bayesian inference for joint modelling of longitudinal continuous, binary and ordinal events
期刊论文
Statistical Methods in Medical Research,2016, 卷号: 25, 期号: 6, 页码: 2521-2540
作者:
Li, Qiuju
;
Pan, Jianxin
;
Belcher, John
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/08/16
binary data
Gibbs sampling
joint modelling
longitudinal multivariate outcomes
ordinal
random effects
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:11/0
  |  
提交时间:2021/09/28
Linear Mixed Models
Mean-Covariance Modeling
Longitudinal Data
Correlated Random Effects
Composite hierachical linear quantile regression
期刊论文
Acta Mathematicae Applicatae Sinica,2014, 卷号: 30, 期号: 1, 页码: 49-64
作者:
Chen, Yanliang
;
Tian, Maozai
;
Yu, Keming
;
Pan, Jianxin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/08/16
composite quantile regression
E-CQ algorithm, fixed effects
multilevel model
random effects
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
Modelling survival events with longitudinal covariates measured with error
期刊论文
Communications in Statistics - Theory and Methods,2013, 卷号: 42, 期号: 21, 页码: 3819-3837
作者:
Dai, Hongsheng
;
Pan, Jianxin
;
Bao, Yanchun
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  |  
浏览/下载:12/0
  |  
提交时间:2021/08/16
Linear mixed model
Longitudinal measurements
Partial likelihood
Proportional hazard model
Random effects
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
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  |  
浏览/下载:8/0
  |  
提交时间:2021/08/16
Gauss-Hermite quadrature
Generalised linear mixed models
Maximum likelihood estimates
Newton-Raphson algorithm
Random effects
Quasi-Monte Carlo EM algorithm for MLEs in generalized linear mixed models
会议论文
Compstat 1998: Proceedings 13th Symposium in Computational Statistics, Bristol, 1998
作者:
Pan, Jianxin
;
Thompson, Robin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/10/06
EM algorithm
generalized linear mixed models
Quasi-Monte Carlo method
random effects