Article ID Journal Published Year Pages File Type
4614126 Journal of Mathematical Analysis and Applications 2016 20 Pages PDF
Abstract

In this paper, we investigate some approximations to inverse moments of double-indexed weighted sums of random variables. Let {Zn}{Zn} be a sequence of nonnegative independent random variables and {wni}{wni} be a triangular array of nonnegative non-random weights. With the finite first moment, we establish that E(a+∑i=1nwniZi)−α∼(a+∑i=1nwniEZi)−α holds for all a>0a>0 and α>0α>0. By the finite r  -th moment (r>2r>2), the convergence rate of approximation between E(a+∑i=1nwniZi)−α and (a+∑i=1nwniEZi)−α is presented. On the other hand, we obtain some approximations for the estimators of E(∑i=1nwniZia+∑i=1nZi), E(∑i=1nwniZia+∑i=1nZi)2 and Var(∑i=1nwniZia+∑i=1nZi) for all a>0a>0. Finally, some examples and simulations are illustrated.

Related Topics
Physical Sciences and Engineering Mathematics Analysis
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