Using the Bahadur representation of a sample quantile for $m$-dependent and strong mixing random variables, we establish the asymptotic distribution of the Hurwicz estimator for the coefficient of autoregression in a linear process with innovations belonging to the domain of attraction of an $\alpha $-stable law ($1\alpha 2$). The present paper extends Hurwicz's result to the autoregressive model.
Keywords:
using bahadur representation sample quantile m dependent strong mixing random variables establish asymptotic distribution hurwicz estimator coefficient autoregression linear process innovations belonging domain attraction alpha stable law alpha present paper extends hurwiczs result autoregressive model
@article{10_4064_am38_2_6,
author = {Youcef Berkoun and Hocine Fellag},
title = {Hurwicz's estimator of the autoregressive model with non-normal innovations},
journal = {Applicationes Mathematicae},
pages = {211--218},
year = {2011},
volume = {38},
number = {2},
doi = {10.4064/am38-2-6},
zbl = {1213.62137},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.4064/am38-2-6/}
}
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AU - Hocine Fellag
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Youcef Berkoun; Hocine Fellag. Hurwicz's estimator of the autoregressive model with non-normal innovations. Applicationes Mathematicae, Tome 38 (2011) no. 2, pp. 211-218. doi: 10.4064/am38-2-6