Journal
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
Volume 32, Issue 2, Pages 281-289Publisher
MARCEL DEKKER INC
DOI: 10.1081/STA-120018186
Keywords
augmented data; Gibbs sampling; Poisson distributions; mixture distributions
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In this paper zero-inflated distributions (ZID) are studied from the Bayesian point of view using the data augmentation algorithm. This type of discrete model arises in count data with excess of zeros. The zero-inflated Poisson distribution (ZIP) and an illustrative example via MCMC algorithm are considered.
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