Integer-valued self-exciting threshold autoregressive processes

In this article, we introduce a class of self-exciting threshold integer-valued autoregressive models driven by independent Poisson-distributed random variables. Basic probabilistic and statistical properties of this class of models are discussed. Moreover, parameter estimation is also addressed. Sp...

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Detalhes bibliográficos
Autor principal: Monteiro, M. (author)
Outros Autores: Scotto, M.G. (author), Pereira, I. (author)
Formato: article
Idioma:eng
Publicado em: 2012
Assuntos:
Texto completo:http://hdl.handle.net/10773/9303
País:Portugal
Oai:oai:ria.ua.pt:10773/9303