A note on weighted infinite sums of dependent regularly varying tailed random variables

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초록

In this paper we study the asymptotic tail behavior of weighted infinite sums of heavy tailed random variables under a general dependence structure. Our result shows that the regular variation at tails does not only eliminate the given dependence structure, but the aggregate tail probabilities are asymptotically determined by the sums of the individual tail probabilities with positive coefficients. The result will be illustrated with examples. (C) 2016 The Korean Statistical Society. Published by Elsevier B.V. All rights reserved.

키워드

Asymptotics; Dependence; Heavy tails; Regular variation; Tail probabilities; HEAVY TAILS
제목
A note on weighted infinite sums of dependent regularly varying tailed random variables
저자
Bae, Taehan; Ko, Bangwon
DOI
10.1016/j.jkss.2016.11.002
발행일
2017-09
유형
Article
저널명
Journal of the Korean Statistical Society
권
46
호
3
페이지
321 ~ 327