On the rate of complete convergence for weighted sums of arrays of Banach space valued random elements with application to moving average processes

2002 ◽  
Vol 58 (2) ◽  
pp. 185-194 ◽  
Author(s):  
S.Ejaz Ahmed ◽  
Rita Giuliano Antonini ◽  
Andrei Volodin
Keyword(s):  
Banach Space ◽  
Complete Convergence ◽  
Moving Average ◽  
Weighted Sums ◽  
Random Elements ◽  
Moving Average Processes

On the rate of complete convergence for weighted sums of arrays of Banach space valued random elements

2002 ◽  
Vol 47 (3) ◽  
pp. 533-547 ◽  
Author(s):  
Tien-Chung Hu ◽  
Tien-Chung Hu ◽  
Deli Li ◽  
Deli Li ◽  
Andrew Rosalsky ◽  
...  
Keyword(s):  
Banach Space ◽  
Complete Convergence ◽  
Weighted Sums ◽  
Random Elements

scholarly journals Complete convergence for weighted sums of pairwise independent random variables

2017 ◽  
Vol 15 (1) ◽  
pp. 467-476
Author(s):  
Li Ge ◽  
Sanyang Liu ◽  
Yu Miao
Keyword(s):  
Rate Of Convergence ◽  
Complete Convergence ◽  
Moving Average ◽  
Random Variables ◽  
Independent Random Variables ◽  
Weighted Sums ◽  
Pairwise Independent Random Variables ◽  
Moving Average Processes

Abstract In the present paper, we have established the complete convergence for weighted sums of pairwise independent random variables, from which the rate of convergence of moving average processes is deduced.

Complete convergence for weighted sums of arrays of banach-space-valued random elements*

2012 ◽  
Vol 52 (3) ◽  
pp. 316-325 ◽  
Author(s):  
De Hua Qiu ◽  
Tien-Chung Hub ◽  
Manuel Ordóñez Cabrera ◽  
Andrei Volodin
Keyword(s):  
Banach Space ◽  
Complete Convergence ◽  
Weighted Sums ◽  
Random Elements

scholarly journals Complete convergence for weighted sums of arrays of random elements

1983 ◽  
Vol 6 (1) ◽  
pp. 69-79 ◽  
Author(s):  
Robert Lee Taylor
Keyword(s):  
Banach Space ◽  
Separable Banach Space ◽  
Complete Convergence ◽  
Kernel Density ◽  
Weighted Sums ◽  
Real Numbers ◽  
Density Estimates ◽  
Kernel Density Estimates ◽  
Large Numbers ◽  
Random Elements

Let{Xnk:k,n=1,2,…}be an array of row-wise independent random elements in a separable Banach space. Let{ank:k,n=1,2,…}be an array of real numbers such that∑k=1∞|ank|≤1and∑n=1∞exp(−α/An)<∞for eachα ϵ R+whereAn=∑k=1∞ank2. The complete convergence of∑k=1∞ankXnkis obtained under varying moment and distribution conditions on the random elements. In particular, laws of large numbers follow for triangular arrays of random elements, and consistency of the kernel density estimates is obtained from these results.

Some mean convergence theorems for weighted sums of Banach space valued random elements

Stochastics ◽  
2021 ◽  
pp. 1-19
Author(s):  
Pingyan Chen ◽  
Manuel Ordóñez Cabrera ◽  
Andrew Rosalsky ◽  
Andrei Volodin
Keyword(s):  
Banach Space ◽  
Weighted Sums ◽  
Convergence Theorems ◽  
Mean Convergence ◽  
Random Elements
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