Analysis of Count Time Series: A Bayesian GARMA(p, q) Approach

Extensions of the Autoregressive Moving Average, ARMA(p, q), class for modeling non-Gaussian time series have been proposed in the literature in recent years, being applied in phenomena such as counts and rates. One of them is the Generalized Autoregressive Moving Average, GARMA(p, q), that is supp...

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Bibliographic Details
Main Authors: Luiz Otávio de Oliveira Pala, Marcela de M. Carvalho, Thelma Sáfadi
Format: Article
Language:English
Published: Austrian Statistical Society 2023-09-01
Series:Austrian Journal of Statistics
Online Access:https://www.ajs.or.at/index.php/ajs/article/view/1568