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Faculty of Science and Tech...
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PAN Jianxin
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2024
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joint modelling
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Cholesky decomposition
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Annals of Applied Statistics
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WEIGHTED BIOMARKER VARIABILITY IN JOINT ANALYSIS OF LONGITUDINAL AND TIME-TO-EVENT DATA
Journal article
Annals of Applied Statistics,2024, volume: 18, issue: 3, pages: 2576-2595
Authors:
Wang, Chunyu
;
Shen, Jiaming
;
Charalambous, Christiana
;
Pan, Jianxin
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View/Download:7/0
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Submit date:2024/09/04
joint modelling
MRC trial
spline
Variability
weighted cumulative effect
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
Joint modelling of mean and covariance structures in longitudinal studies
Conference paper
Proceedings of the Workshop on Correlated Data Modelling: Common Ideas in Biometrices and Econometrics, Torino, Italy, January 9-10, 2004
Authors:
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View/Download:2/0
  |  
Submit date:2022/03/22
Cholesky decomposition
Covariance modelling
EM-algorithm
GEE
Joint model
Longitudinal study
Optimal model selection in a joint mean-covariance space
Conference paper
Proceedings of the 18th International Workshop on Statistical Modelling, Leuven, Belgium, July 7-11, 2003
Authors:
MacKenzie, Gilbert
;
Pan, Jianxin
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View/Download:1/0
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Submit date:2022/03/15
BIC
Joint mean-covariance modelling
Profile likelihood