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Bivariate regression models based on compound Poisson distribution
Journal article   Peer reviewed

Bivariate regression models based on compound Poisson distribution

Abdulhamid A. Alzaid, Fatimah E. Almuhayfith and Maha A. Omair
Communications in statistics. Theory and methods, Vol.46(15), pp.7375-7389
03/08/2017
DOI: https://doi.org/10.1080/03610926.2016.1152483

Abstract

Bivariate distribution Compound distribution Correlated count data Maximum likelihood estimation Regression models Zero-inflated models
Based on a compound Poisson distribution, new bivariate regression models are introduced and studied. The parameters of the bivariate regression models are estimated by using the maximum likelihood method. Two applications on real datasets are presented to illustrate the models. The results show that these models are compatible to other bivariate Poisson models.

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