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Mean Convergence Theorems with or without Random Indices for Randomly Weighted Sums of Random Elements in Rademacher Type p Banach Spaces 

Authors: Andrew Rosalsky a;  M. Sreehari b; Andrei I. Volodin c
Affiliations:   a Department of Statistics, University of Florida, Gainesville, Florida, USA
b Department of Statistics, Faculty of Science, Maharaja Sayajirao University of Baroda, Vadodara, India
c Department of Mathematics and Statistics, University of Regina, Regina, Saskatchewan, Canada
DOI: 10.1081/SAP-120024708
Publication Frequency: 6 issues per year
Published in: journal Stochastic Analysis and Applications, Volume 21, Issue 5 January 2003 , pages 1169 - 1187
Formats available: HTML (English) : PDF (English)
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Abstract

Some mean convergence theorems are established for randomly weighted sums of the form ∑j = 1kn AnjVnj and ∑j = 1Tn AnjVnj where lcubAnj, j ≥ 1, n ≥ 1rcub is an array of random variables, lcubVnj, j ≥ 1, n ≥ 1rcub is an array of mean 0 random elements in a separable real Rademacher type p (1 ≤ p ≤ 2) Banach space, and lcubkn, n ≥ 1rcub and lcubTn, n ≥ 1rcub are sequences of positive integers and positive integer-valued random variables, respectively. The results take the form  4708ILM0001.gif or  4708ILM0002.gif where 1 ≤ r ≤ p. It is assumed that the array lcubAnjVnj, j ≥ 1, n ≥ 1rcub is comprised of rowwise independent random elements and that for all n ≥ 1, Anj and Vnj are independent for all j ≥ 1 and Tn and lcubAnjVnj, j ≥ 1rcub are independent. No conditions are imposed on the joint distributions of the random indices lcubTn, n ≥ 1rcub. The sharpness of the results is illustrated by examples.
Keywords: Separable real Rademacher type p Banach space; Array of rowwise independent random elements; Weighted sums; Random weights; Random indices; Mean convergence
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