First-Order Integer-Valued Moving Average Process with Power Series Innovations

In this paper, we introduce a first-order nonnegative integer-valued moving average process with power series innovations based on a Poisson thinning operator (PINMAPS(1)) for modeling overdispersed, equidispersed and underdispersed count time series. This process contains the PINMA process with geo...

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Bibliographic Details
Main Authors: Eisa Mahmoudi, Ameneh Rostami
Format: Article
Language:English
Published: Atlantis Press 2020-09-01
Series:Journal of Statistical Theory and Applications (JSTA)
Subjects:
Online Access:https://www.atlantis-press.com/article/125944788/view