Bayesian analysis of multiple-inflation Poisson models and its application to infection data

DOI10.1214/16-BJPS340zbMath1395.62216MaRDI QIDQ1654325

Devrim Bilgili, Duchwan Ryu, Nader Ebrahimi, Onder Ergonul

Publication date: 8 August 2018

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

Full work available at URL: https://projecteuclid.org/euclid.bjps/1523952014

zbMATH Keywords

EM algorithmlikelihood functionzero-inflated Poisson modelBayesian generalized linear modelexcessive count response

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Generalized linear models (logistic models) (62J12)

Cites Work

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• Modeling road traffic crashes with zero-inflation and site-specific random effects
• Identifiability of zero-inflated Poisson models
• Computer Model Calibration Using High-Dimensional Output
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Some remarks on overdispersion
• Longitudinal Data Analysis

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