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Bayesian variable selection in linear quantile mixed models for longitudinal data with application to macular degeneration

This paper presents a Bayesian analysis of linear mixed models for quantile regression based on a Cholesky decomposition for the covariance matrix of random effects. We develop a Bayesian shrinkage approach to quantile mixed regression models using a Bayesian adaptive lasso and an extended Bayesian...

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Detalles Bibliográficos
Autores principales: Ji, Yonggang, Shi, Haifang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588124/
https://www.ncbi.nlm.nih.gov/pubmed/33104698
http://dx.doi.org/10.1371/journal.pone.0241197