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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Bibliographic Details
Main Author: Monteiro, M. (author)
Other Authors: Scotto, M.G. (author), Pereira, I. (author)
Format: article
Language:eng
Published: 2012
Subjects:
Online Access:http://hdl.handle.net/10773/9303
Country:Portugal
Oai:oai:ria.ua.pt:10773/9303