Comparison of Mixed-Effects Models for Skew-Normal Responses with an Application to AIDS Data: A Bayesian Approach

DOI10.1080/03610918.2012.664229zbMath1347.62229OpenAlexW2023495084MaRDI QIDQ4929162

Getachew A. Dagne, Yangxin Huang

Publication date: 13 June 2013

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2012.664229

zbMATH Keywords

Bayesian analysisskew-normal distributionlongitudinal data analysismixed-effects modelsHIV dynamics

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Censored data models (62N01) Bayesian inference (62F15) Nonparametric statistical resampling methods (62G09)

Cites Work

• Linear mixed models with skew-elliptical distributions: a Bayesian approach
• Relationships between antiviral treatment effects and biphasic viral decay rates in modeling HIV dynamics
• A Bayesian analysis of some nonparametric problems
• A Bayesian Approach to Joint Mixed-Effects Models with a Skew-Normal Distribution and Measurement Errors in Covariates
• On the Unification of Families of Skew-normal Distributions
• Statistical Applications of the Multivariate Skew Normal Distribution
• Semiparametric Regression
• A new class of multivariate skew distributions with applications to bayesian regression models
• Distributions Generated by Perturbation of Symmetry with Emphasis on a Multivariate Skewt-Distribution
• Bayesian Measures of Model Complexity and Fit
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

This page was built for publication: Comparison of Mixed-Effects Models for Skew-Normal Responses with an Application to AIDS Data: A Bayesian Approach