GEE-based zero-inflated generalized Poisson model for clustered over or under-dispersed count data

The zero-inflated regression models such as zero-inflated Poisson (ZIP), zero-inflated negative binomial (ZINB) or zero-inflated generalized Poisson (ZIGP) regression models can model the count data with excess zeros. The ZINB model can handle over-dispersed and the ZIGP model can handle the over or...

Full description

Bibliographic Details

Published in:	Journal of statistical computation and simulation Vol. 89; no. 14; pp. 2711 - 2732
Main Authors:	Sarvi, Fatemeh, Moghimbeigi, Abbas, Mahjub, Hossein
Format:	Journal Article
Language:	English
Published:	Abingdon Taylor & Francis 22.09.2019 Taylor & Francis Ltd
Subjects:	Data acquisition Dispersion Economic models expectation-solution algorithm generalized estimating equation generalized Poisson regression Poisson density functions Regression analysis Regression models Statistical analysis zero-inflation
ISSN:	0094-9655, 1563-5163
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!