Bayesian Analysis of Tweedie Compound Poisson Partial Linear Mixed Models with Nonignorable Missing Response and Covariates

Bayesian Analysis of Tweedie Compound Poisson Partial Linear Mixed Models with Nonignorable Missing Response and Covariates

Under the Bayesian framework, this study proposes a Tweedie compound Poisson partial linear mixed model on the basis of Bayesian P-spline approximation to nonparametric function for longitudinal semicontinuous data in the presence of nonignorable missing covariates and responses. The logistic regres...

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Bibliographic Details
Main Authors: Zhenhuan Wu, Xingde Duan, Wenzhuan Zhang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Entropy
Subjects:
random effects
Tweedie compound Poisson distribution
Bayesian P-spline
longitudinal semicontinuous data
logistic regression model
Online Access:https://www.mdpi.com/1099-4300/25/3/506

Internet

https://www.mdpi.com/1099-4300/25/3/506

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