Bayesian Estimates of Distribution for Count Data with Overdispersion
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Abstract
This paper deals with two classes distribution of count data with overdispersion: Zero-inflated Distribution and Inflated-parameter Distribution, which are accordance with data of claims. We consider several model formulations of those distributions by using Bayesian theory and MCMC methods in WinBUGS. By comparison, a approach of modelling data is obtained and two illustrations with real data are provided.
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