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Faculty of Science and Tech...
3
Research outside affiliate...
22
Authors
PAN Jianxin
18
YE Huajun
3
CH'NG Eugene
2
LIANG Jiajuan
1
RUAN Huada
1
HO Ghee Wee
1
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Journal article
23
Conference paper
2
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2023
1
2022
4
2018
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2017
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英语English
25
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SCIE
21
SSCI
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Longitudinal data
7
Cholesky decomposition
6
longitudinal data
4
Joint mean-covariance models
3
Big data
2
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Biometrika
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Communications in Statistic...
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Industrial Management and D...
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Journal of Multivariate Ana...
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Statistical Modelling
2
Axioms
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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
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  |  
View/Download:4/0
  |  
Submit date: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
Journal article
Journal of Multivariate Analysis,2022, volume: 189
Authors:
Peng, Cheng
;
Yang, Yihe
;
Zhou, Jie
;
Pan, Jianxin
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  |  
View/Download:15/0
  |  
Submit date:2022/02/23
Generalized estimating equation
Joint mean-correlation model
Latent Gaussian copula model
Longitudinal binary data
Semiparametric model
Nighttime Sleep Awakening Frequency and Its Consistency Predict Future Academic Performance in College Students
Journal article
International Journal of Environmental Research and Public Health,2022, volume: 19, issue: 5
Authors:
Ho, Ghee Wee
;
Yang, Zhenzhi
;
Xing, Linna
;
Tsang, Ken Kang Too
;
Ruan, Huada Daniel
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  |  
View/Download:23/0
  |  
Submit date:2022/03/24
Academic performance
College students
Grade point average
Longitudinal
Nighttime sleep awakening
Sleep
Wearable device
Cluster analysis with regression of non-Gaussian functional data on covariates
Journal article
Canadian Journal of Statistics,2022, volume: 50, issue: 1, pages: 221-240
Authors:
Jiang, Jiakun
;
Lin, Huazhen
;
Peng, Heng
;
Fan, Gang-Zhi
;
Li, Yi
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  |  
View/Download:4/0
  |  
Submit date:2025/03/14
Cluster analysis
functional data
longitudinal data
semiparametric transformation functional regression
supervised learning
Penalized joint generalized estimating equations for longitudinal binary data
Journal article
Biometrical Journal,2022, volume: 64, issue: 1, pages: 57 - 73
Authors:
Huang, Youjun
;
Pan, Jianxin
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  |  
View/Download:15/0
  |  
Submit date: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
Journal article
Scandinavian Journal of Statistics,2018, volume: 45, issue: 3, pages: 571-589
Authors:
Dai, Hongsheng
;
Pan, Jianxin
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  |  
View/Download:4/0
  |  
Submit date: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
Journal article
Journal of Statistical Software,2017, volume: 82, issue: 9, pages: 1-29
Authors:
Pan, Jianxin
;
Pan, Yi
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  |  
View/Download:3/0
  |  
Submit date: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
Journal article
Statistical Methods in Medical Research,2016, volume: 25, issue: 6, pages: 2521-2540
Authors:
Li, Qiuju
;
Pan, Jianxin
;
Belcher, John
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  |  
View/Download:2/0
  |  
Submit date: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
Journal article
Communications in Statistics - Theory and Methods,2016, volume: 45, issue: 9, pages: 2748-2769
Authors:
Fei, Yu
;
Pan, Yating
;
Chen, Yin
;
Pan, Jianxin
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  |  
View/Download:3/0
  |  
Submit date: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
Journal article
Industrial Management and Data Systems,2015, volume: 115, issue: 9, pages: 1724-1751
Authors:
Ch'ng, Eugene
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View/Download:3/0
  |  
Submit date:2023/12/27
Big data
Longitudinal network
Multimodal network
Online communities
Social information landscapes
Social network analysis