Bayesian Joint Modeling Analysis of Longitudinal Proportional and Survival Data

Bayesian Joint Modeling Analysis of Longitudinal Proportional and Survival Data

This paper focuses on a joint model to analyze longitudinal proportional and survival data. We utilize a logit transformation on the longitudinal proportional data and employ a partially linear mixed-effect model. With this model, we estimate the unknown function of time using the B-splines techniqu...

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Bibliographic Details
Main Authors: Wenting Liu, Huiqiong Li, Anmin Tang, Zixin Cui
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Mathematics
Subjects:
longitudinal proportional data
survival data
joint model
Bayesian variable selection
B-splines
CDPMM method
Online Access:https://www.mdpi.com/2227-7390/11/16/3469

Internet

https://www.mdpi.com/2227-7390/11/16/3469

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