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Asymptotic behaviour of estimators of the parameters of nearly unstable INAR(1) models

Ispány, Márton and Pap, Gyula and van Zuijlen, Martien C. A. (2003) Asymptotic behaviour of estimators of the parameters of nearly unstable INAR(1) models. In: Shoresh conference, 2000.12.17-2000.12.21., Shores, Izrael.

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Abstract

A sequence of first-order integer-valued autoregressive type (INAR(1)) processes is investigated, where the autoregressive type coefficients converge to 1. It is shown that the limiting distribution of the joint conditional least squares estimators for this coefficient and for the mean of the innovation is normal. Consequences for sequences of Galton{Watson branching processes with unobservable immigration, where the mean of the offspring distribution converges to 1 (which is the critical value), are discussed.

Item Type: Conference or Workshop Item (Paper)
Subjects: Q Science / természettudomány > QA Mathematics / matematika
Depositing User: Erika Bilicsi
Date Deposited: 09 Apr 2013 10:43
Last Modified: 09 Apr 2013 10:47
URI: http://real.mtak.hu/id/eprint/4686

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