CHEN Xuedong. Bayesian Estimates of Distribution for Count Data with Overdispersion[J]. Chinese Journal of Applied Probability and Statistics, 2007, 23(4): 361-368.
Citation: CHEN Xuedong. Bayesian Estimates of Distribution for Count Data with Overdispersion[J]. Chinese Journal of Applied Probability and Statistics, 2007, 23(4): 361-368.

Bayesian Estimates of Distribution for Count Data with Overdispersion

  • 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.
  • loading

Catalog

    Turn off MathJax
    Article Contents

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return