Bayesian outlier analysis in binary regression

DOI10.1080/02664760903031153OpenAlexW2134635275MaRDI QIDQ5123622

Helio S. Migon, Aparecida D. P. Souza

Publication date: 29 September 2020

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

Full work available at URL: https://doi.org/10.1080/02664760903031153

zbMATH Keywords

Markov chain Monte Carlorandom effectmixture of normalsbinary regression modelsBayesian residual

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Maximum likelihood estimation and parameter interpretation in elliptical mixed logistic regression ⋮ EM-Type algorithms for heavy-tailed logistic mixed models ⋮ Bayesian residual analysis for spatially correlated data

Uses Software

• WinBUGS

Cites Work

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• Overdispersed generalized linear models
• Objective Bayesian analysis for the Student-t regression model
• Bayesian residual analysis for binary response regression models
• A New Skewed Link Model for Dichotomous Quantal Response Data
• Bayesian analysis of outlier problems using divergence measures
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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