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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Bibliographic Details
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
Description
Summary:<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>
ISSN:1024-123X
1563-5147