Statistical inference for zero-and-one-inflated poisson models

In this paper, a zero-and-one-inflated Poisson (ZOIP) model is studied. The maximum likelihood estimation and the Bayesian estimation of the model parameters are obtained based on data augmentation method. A simulation study based on proposed sampling algorithm is conducted to assess the performance...

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Bibliographic Details
Main Authors: Yincai Tang, Wenchen Liu, Ancha Xu
Format: Article
Language:English
Published: Taylor & Francis Group 2017-07-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2017.1400419