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Asymptotic Behavior of Conditional Least Squares Estimators for Unstable Integer‐valued Autoregressive Models of Order 2
Authors:Mátyás Barczy  Márton Ispány  Gyula Pap
Institution:1. Faculty of Informatics, University of Debrecen;2. Bolyai Institute, University of Szeged
Abstract:In this paper, the asymptotic behavior of the conditional least squares estimators of the autoregressive parameters, of the mean of the innovations, and of the stability parameter for unstable integer‐valued autoregressive processes of order 2 is described. The limit distributions and the scaling factors are different according to the following three cases: (i) decomposable, (ii) indecomposable but not positively regular, and (iii) positively regular models.
Keywords:branching process with immigration  Bessel process  conditional least squares estimator  martingale  unstable INAR(p) process
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