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Longitudinal Data Analysis Based on Bayesian Semiparametric Method
期刊论文
Axioms,2023, 卷号: 12, 期号: 5
作者:
Jiao, Guimei
;
Liang, Jiajuan
;
Wang, Fanjuan
;
Chen, Xiaoli
;
Chen, Shaokang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/07/03
Bayesian semiparametric method
covariance structure
Dirichlet process
linear mixed model
longitudinal data
MCMC algorithm
Latent Gaussian copula models for longitudinal binary data
期刊论文
Journal of Multivariate Analysis,2022, 卷号: 189
作者:
Peng, Cheng
;
Yang, Yihe
;
Zhou, Jie
;
Pan, Jianxin
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/02/23
Generalized estimating equation
Joint mean-correlation model
Latent Gaussian copula model
Longitudinal binary data
Semiparametric model
Cluster analysis with regression of non-Gaussian functional data on covariates
期刊论文
Canadian Journal of Statistics,2022, 卷号: 50, 期号: 1, 页码: 221-240
作者:
Jiang, Jiakun
;
Lin, Huazhen
;
Peng, Heng
;
Fan, Gang-Zhi
;
Li, Yi
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/03/14
Cluster analysis
functional data
longitudinal data
semiparametric transformation functional regression
supervised learning
Penalized joint generalized estimating equations for longitudinal binary data
期刊论文
Biometrical Journal,2022, 卷号: 64, 期号: 1, 页码: 57 - 73
作者:
Huang, Youjun
;
Pan, Jianxin
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/09/24
correlation matrix
joint mean and correlation models
longitudinal binary data
penalized generalized estimating equations
variable selection
Joint Modelling of Survival and Longitudinal Data with Informative Observation Times
期刊论文
Scandinavian Journal of Statistics,2018, 卷号: 45, 期号: 3, 页码: 571-589
作者:
Dai, Hongsheng
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/08/16
Cox model
informative observation times
log-normal distribution
longitudinal data
multistate models
Jmcm: An R package for joint mean-covariance modeling of longitudinal data
期刊论文
Journal of Statistical Software,2017, 卷号: 82, 期号: 9, 页码: 1-29
作者:
Pan, Jianxin
;
Pan, Yi
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/08/16
Cholesky decomposition
Covariance matrix estimator
Joint mean-covariance models
Longitudinal data
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
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
Social information landscapes: Automated mapping of large multimodal, longitudinal social networks
期刊论文
Industrial Management and Data Systems,2015, 卷号: 115, 期号: 9, 页码: 1724-1751
作者:
Ch'ng, Eugene
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/12/27
Big data
Longitudinal network
Multimodal network
Online communities
Social information landscapes
Social network analysis
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
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