Stationary solutions for integer‐valued autoregressive processes
Author(s) -
EmadEldin A. A. Aly,
Nadjib Bouzar
Publication year - 2005
Publication title -
international journal of mathematics and mathematical sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 39
eISSN - 1687-0425
pISSN - 0161-1712
DOI - 10.1155/ijmms.2005.1
Subject(s) - autoregressive model , mathematics , star model , setar , integer (computer science) , multiplication (music) , order (exchange) , econometrics , statistics , combinatorics , autoregressive integrated moving average , time series , computer science , finance , economics , programming language
The purpose of this paper is to introduce and develop a family ofℤ+-valued autoregressive processes of order p (INAR(p)) byusing the generalized multiplication ⊙F of van Harn andSteutel (1982). We obtain various distributional and regressionproperties for these models. A number of stationary INAR(p) processes with specific marginals are presented and are shown togeneralize several existing models
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