Flexible regression models for counts with high-inflation of zeros

DOI10.1007/S40300-020-00163-9zbMath1436.62309OpenAlexW3004046354MaRDI QIDQ1985873

Wagner Barreto-Souza, Jussiane Nader Gonçalves

Publication date: 7 April 2020

Published in: Metron (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s40300-020-00163-9

zbMATH Keywords

overdispersionEM-algorithmsampling zerosstructural zeroszero-inflated mixed Poisson models

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) General nonlinear regression (62J02) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)

Uses Software

• R
• GAMLSS

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• General mixed Poisson regression models with varying dispersion
• Generalized linear mixed models: a review and some extensions
• On estimation and influence diagnostics for zero-inflated negative binomial regression models
• On the convergence properties of the EM algorithm
• Overdispersion: Models and estimation.
• Zero-inflated Poisson regression mixture model
• On a Poisson-inverse Gaussian distribution
• Local Influence for Incomplete Data Models
• Case-deletion measures for models with incomplete data
• Zero-inflated regression models for radiation-induced chromosome aberration data: A comparative study
• A Score Test for Testing a Zero‐Inflated Poisson Regression Model Against Zero‐Inflated Negative Binomial Alternatives
• Mixed Poisson Distributions
• The zero-inflated negative binomial regression model with correction for misclassification: an example in caries research
• Negative binomial and mixed poisson regression
• Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing
• Detection of Influential Observation in Linear Regression
• Analysis of Zero-Inflated Poisson Data Incorporating Extent of Exposure
• Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study
• A mixed poisson–inverse‐gaussian regression model
• Zero-Inflated Negative Binomial Mixed Regression Modeling of Over-Dispersed Count Data with Extra Zeros
• Generalized Additive Models for Location, Scale and Shape

This page was built for publication: Flexible regression models for counts with high-inflation of zeros