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An integer GARCH model for a Poisson process with time-varying zero-inflation

A serially dependent Poisson process with time-varying zero-inflation is proposed. Such formulations have the potential to model count data time series arising from phenomena such as infectious diseases that ebb and flow over time. The model assumes that the intensity of the Poisson process evolves...

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Detalles Bibliográficos
Autores principales: Ratnayake, Isuru Panduka, Samaranayake, V. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194996/
https://www.ncbi.nlm.nih.gov/pubmed/37200315
http://dx.doi.org/10.1371/journal.pone.0285769