Generalized fiducial inference on the mean of zero-inflated Poisson and Poisson hurdle models

Abstract Zero-inflated and hurdle models are widely applied to count data possessing excess zeros, where they can simultaneously model the process from how the zeros were generated and potentially help mitigate the effects of overdispersion relative to the assumed count distribution. Which model to...

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Bibliographic Details
Main Authors: Yixuan Zou, Jan Hannig, Derek S. Young
Format: Article
Language:English
Published: SpringerOpen 2021-03-01
Series:Journal of Statistical Distributions and Applications
Subjects:
Online Access:https://doi.org/10.1186/s40488-021-00117-0