Asymptotic results for random coefficient bifurcating autoregressive processes |
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Authors: | Vassili Blandin |
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Affiliation: | 1. Institut de Mathématiques de Bordeaux, Université Bordeaux 1, UMR CNRS 5251, 351 cours de la libération, 33405 Talence cedex, Francevassili.blandin@math.u-bordeaux1.fr |
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Abstract: | The purpose of this paper is to study the asymptotic behaviour of the weighted least-squares estimators of the unknown parameters of random coefficient bifurcating autoregressive processes. Under suitable assumptions on the immigration and the inheritance, we establish the almost sure convergence of our estimators, as well as a quadratic strong law and central limit theorems. Our study mostly relies on limit theorems for vector-valued martingales. |
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Keywords: | bifurcating autoregressive process random coefficient weighted least squares martingale almost sure convergence central limit theorem |
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