Asymptotic properties of linear regression parameter estimator in the case of long-range dependent regressors and noise
Teoriâ slučajnyh processov, Tome 19 (2014) no. 1, pp. 1-10
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Sufficient conditions of consistency and asymptotic normality of least squares estimator of linear regression model parameter in the case of long-range dependent random regressors and noise are obtained in the paper.
Keywords:
Consistency, asymptotic normality, least squares estimator, linear regression, random regressors, long-range dependence.
@article{THSP_2014_19_1_a0,
author = {A. V. Ivanov and I. V. Orlovsky},
title = {Asymptotic properties of linear regression parameter estimator in the case of long-range dependent regressors and noise},
journal = {Teori\^a slu\v{c}ajnyh processov},
pages = {1--10},
publisher = {mathdoc},
volume = {19},
number = {1},
year = {2014},
language = {en},
url = {http://geodesic.mathdoc.fr/item/THSP_2014_19_1_a0/}
}
TY - JOUR AU - A. V. Ivanov AU - I. V. Orlovsky TI - Asymptotic properties of linear regression parameter estimator in the case of long-range dependent regressors and noise JO - Teoriâ slučajnyh processov PY - 2014 SP - 1 EP - 10 VL - 19 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/THSP_2014_19_1_a0/ LA - en ID - THSP_2014_19_1_a0 ER -
%0 Journal Article %A A. V. Ivanov %A I. V. Orlovsky %T Asymptotic properties of linear regression parameter estimator in the case of long-range dependent regressors and noise %J Teoriâ slučajnyh processov %D 2014 %P 1-10 %V 19 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/THSP_2014_19_1_a0/ %G en %F THSP_2014_19_1_a0
A. V. Ivanov; I. V. Orlovsky. Asymptotic properties of linear regression parameter estimator in the case of long-range dependent regressors and noise. Teoriâ slučajnyh processov, Tome 19 (2014) no. 1, pp. 1-10. http://geodesic.mathdoc.fr/item/THSP_2014_19_1_a0/