Bayesian Variable Selection and Estimation in Semiparametric Simplex Mixed-Effects Models with Longitudinal Proportional Data

In the development of simplex mixed-effects models, random effects in these mixed-effects models are generally distributed in normal distribution. The normality assumption may be violated in an analysis of skewed and multimodal longitudinal data. In this paper, we adopt the centered Dirichlet proces...

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Detalhes bibliográficos

Principais autores:	Anmin Tang, Xingde Duan, Yuanying Zhao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2022-10-01
coleção:	Entropy
Assuntos:	simplex distribution Gibbs sampler Metropolis–Hastings algorithm Dirichlet process prior Bayesian Lasso
Acesso em linha:	https://www.mdpi.com/1099-4300/24/10/1466
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