Bayesian model averaging in longitudinal regression models with AR(1) errors with application to a myopia data set

DOI10.1080/00949655.2014.891205zbMath1457.62017OpenAlexW2319018682MaRDI QIDQ5220817

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Publication date: 27 March 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2014.891205

zbMATH Keywords

Bayesian model averagingMCMClongitudinal regression modelmodel walking algorithm

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Cites Work

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• Bayes regression with autoregressive errors. A Gibbs sampling approach
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window
• Bayesian Model Averaging for Linear Regression Models
• Bayes Factors
• Bayesian Graphical Models for Discrete Data
• A New Algorithm in Bayesian Model Averaging in Regression Models

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