Bayesian analysis and diagnostic of overdispersion models for binomial data

DOI10.1214/14-BJPS236zbMath1326.62061OpenAlexW2165444335MaRDI QIDQ2517096

Rubiane M. Pires, Carlos Alberto Ribeiro Diniz, Carolina Costa Mota Paraíba

Publication date: 14 August 2015

Published in: Brazilian Journal of Probability and Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.bjps/1433983068

zbMATH Keywords

Bayesian analysisoverdispersionbeta-binomialmultiplicative binomialdiagnosticdouble binomial

Mathematics Subject Classification ID

Bayesian inference (62F15)

Uses Software

• BayesDA
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Cites Work

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• Correlated binomial regression models
• Overdispersed generalized linear models
• Posterior predictive \(p\)-values
• Semiparametric estimation of mean and variance functions for non-Gaussian data
• Discharge Rates of Medicare Stroke Patients to Skilled Nursing Facilities: Bayesian Logistic Regression With Unobserved Heterogeneity
• Bayesian Case Influence Diagnostics for Survival Models
• Variable Selection and Model Averaging in Semiparametric Overdispersed Generalized Linear Models
• Binary Regression Using an Extended Beta-Binomial Distribution, With Discussion of Correlation Induced by Covariate Measurement Errors
• Double Exponential Families and Their Use in Generalized Linear Regression
• Bayesian residual analysis for binary response regression models
• Two Generalizations of the Binomial Distribution
• Diagnostic Checks for Discrete Data Regression Models Using Posterior Predictive Simulations
• Bayesian Measures of Model Complexity and Fit
• Bayes Factors
• Bayesian analysis of outlier problems using divergence measures
• Bayesian Analysis of Binary and Polychotomous Response Data

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