The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept

<p> A new form of the strong law of large numbers for dependent vector sequences using the &#8220;double averaged&#8221; correlation function is presented. The suggested theorem generalizes the well-known Cramer&#8211;Lidbetter&#39;s theorem and states more general conditions f...

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Main Author: Poznyak Alex S.
Format: Article
Language:English
Published: Hindawi Limited 2001-01-01
Series:Mathematical Problems in Engineering
Subjects:
Online Access:http://www.hindawi.net/access/get.aspx?journal=mpe&volume=7&pii=S1024123X01001545
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spelling doaj-a6aca369b2d54ab4bab016f27a225ed32020-11-24T23:50:21ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472001-01-01718795The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging conceptPoznyak Alex S.<p> A new form of the strong law of large numbers for dependent vector sequences using the &#8220;double averaged&#8221; correlation function is presented. The suggested theorem generalizes the well-known Cramer&#8211;Lidbetter&#39;s theorem and states more general conditions for fulfilling the strong law of large numbers within the class of vector random processes generated by a non stationary stable forming filters with an absolutely integrable impulse function.</p> http://www.hindawi.net/access/get.aspx?journal=mpe&volume=7&pii=S1024123X01001545Law of large numbers; Correlation function; Forming filter; Dependent processes
collection DOAJ
language English
format Article
sources DOAJ
author Poznyak Alex S.
spellingShingle Poznyak Alex S.
The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
Mathematical Problems in Engineering
Law of large numbers; Correlation function; Forming filter; Dependent processes
author_facet Poznyak Alex S.
author_sort Poznyak Alex S.
title The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
title_short The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
title_full The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
title_fullStr The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
title_full_unstemmed The strong law of large numbers for dependent vector processes with decreasing correlation: Double averaging concept
title_sort strong law of large numbers for dependent vector processes with decreasing correlation: double averaging concept
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2001-01-01
description <p> A new form of the strong law of large numbers for dependent vector sequences using the &#8220;double averaged&#8221; correlation function is presented. The suggested theorem generalizes the well-known Cramer&#8211;Lidbetter&#39;s theorem and states more general conditions for fulfilling the strong law of large numbers within the class of vector random processes generated by a non stationary stable forming filters with an absolutely integrable impulse function.</p>
topic Law of large numbers; Correlation function; Forming filter; Dependent processes
url http://www.hindawi.net/access/get.aspx?journal=mpe&volume=7&pii=S1024123X01001545
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