A robustness evaluation of Bayesian tests for longitudinal data

DOI10.1080/03610926.2021.1906432OpenAlexW3156318633MaRDI QIDQ5057352

Lukas Arnroth, Rauf Ahmad

Publication date: 16 December 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2021.1906432

zbMATH Keywords

linear mixed modelsBayesian testingMCMCexponential power class

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• Unnamed Item
• lme4
• STABLE

Cites Work

• Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data
• Laplace random effects models for interlaboratory studies
• On robust Bayesian analysis for location and scale parameters
• The extended exponential power distribution and Bayesian robustness.
• Linear mixed model with Laplace distribution (LLMM)
• Partially Collapsed Gibbs Sampling for Linear Mixed-effects Models
• Multivariate Exponential Power Distributions as Mixtures of Normal Distributions with Bayesian Applications
• Partially Collapsed Gibbs Samplers
• Analysis of Repeated Measures
• Numerical calculation of stable densities and distribution functions
• A multivariate generalization of the power exponential family of distributions
• Multivariate Elliptically Contoured Distributions for Repeated Measurements
• Bayes Factors
• Mixture of linear mixed models using multivariatetdistribution
• A further look at robustness via Bayes's theorem
• A Bayesian approach to the importance of assumptions applied to the comparison of variances

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