Bayesian analysis of generalized elliptical semi-parametric models

DOI10.1080/02664763.2015.1109070OpenAlexW2327317840MaRDI QIDQ5138101

Luz Marina Rondon, Heleno Bolfarine

Publication date: 3 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2015.1109070

zbMATH Keywords

Bayesian analysis\(B\)-splinessemi-parametric modelsMCMC algorithmscale mixtures of normal distributionsR package

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• R
• GLIM
• robustbase
• gamair
• BayesGESM

Cites Work

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• BayesGESM
• A semiparametric Bayesian approach to joint mean and variance models
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• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Semiparametric additive models under symmetric distributions
• Robust Estimation of the Mean and Covariance Matrix from Data with Missing Values
• Regression
• Bayesian Measures of Model Complexity and Fit
• Robust Statistics
• Understanding some long‐tailed symmetrical distributions
• Robust Estimation in Generalized Partial Linear Models for Clustered Data
• Bayesian modeling of variance heterogeneity in normal regression models

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