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

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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מידע ביבליוגרפי
Main Authors: Anmin Tang, Xingde Duan, Yuanying Zhao
פורמט: Article
שפה:English
יצא לאור: MDPI AG 2022-10-01
סדרה:Entropy
נושאים:
simplex distribution
Gibbs sampler
Metropolis–Hastings algorithm
Dirichlet process prior
Bayesian Lasso
גישה מקוונת:https://www.mdpi.com/1099-4300/24/10/1466

אינטרנט

https://www.mdpi.com/1099-4300/24/10/1466

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