A Bayesian approach for some zero-modified Poisson mixture models

DOI10.1177/1471082X19841984OpenAlexW2945107792WikidataQ127862100 ScholiaQ127862100MaRDI QIDQ3386477

Katiane S. Conceição, Francisco Louzada, Wesley Bertoli, Marinho G. Andrade

Publication date: 4 January 2021

Published in: Statistical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/1471082x19841984

zbMATH Keywords

Bayesian inferencemodel comparisonPoisson mixture distributionszero-inflated/deflated datazero-modified models

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items

Bayesian analysis of nonnegative data using dependency-extended two-part models, The Log-Normal zero-inflated cure regression model for labor time in an African obstetric population, A new mixed‐effects regression model for the analysis of zero‐modified hierarchical count data

Uses Software

• R
• Stata
• BayesDA

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Overall objective priors
• Bayesianly justifiable and relevant frequency calculations for the applied statistician
• A Bayesian analysis of zero-inflated generalized Poisson model
• Zero-truncated Poisson-Lindley distribution and its application
• On estimation of the Poisson parameter in zero-modified Poisson models.
• Bayesian analysis of zero-inflated regression models
• Expansions and Asymptotics for Statistics
• Negative Binomial-Lindley Distribution and Its Application
• Estimation methods for the discrete Poisson–Lindley distribution
• On inference for a mixture of a poisson and a degenerate distribution
• On the Discrete POISSON‐Inverse GAUSSian Distribution
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• A Predictive Approach to Model Selection
• On Fitting the Poisson Lognormal Distribution to Species-Abundance Data
• Bayesian Measures of Model Complexity and Fit
• Bayesian Analysis of Zero-Inflated Distributions
• THE PROBABLE ERROR OF A MEAN
• Zero-modified power series distribution and its Hurdle distribution version
• Zero‐modified Poisson model: Bayesian approach, influence diagnostics, and an application to a Brazilian leptospirosis notification data
• An Extension of a Truncated Poisson Distribution
• An invariant form for the prior probability in estimation problems