Tail Behavior of Weighted Sums of Order Statistics of Dependent Risks

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Type
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Publications
Institution
Title
Tail Behavior of Weighted Sums of Order Statistics of Dependent Risks
Journal
Stochastic Models
Author(s)
Hashorva  E., Li  J.
ISSN
1532-6349 (Print)
1532-4214 (Electronic)
Publication state
Published
Issued date
01/2015
Peer-reviewed
Oui
Volume
31
Number
1
Pages
1-19
Language
english
Abstract
Let X-1, horizontal ellipsis , X-n be n real-valued dependent random variables. With motivation from Mitra and Resnick([24]), we derive tail asymptotic expansion for the weighted sum of order statistics X-1: n <= ... <= X-n: n of X-1, horizontal ellipsis , X-n under the general case in which the distribution function of X-n: n is long-tailed or rapidly varying and X-1, horizontal ellipsis , X-n may not be comparable in terms of their tail probabilities. We also present two examples and an application of our results in risk theory.
Keywords
Aggregated risk, Weighted sums, Mitra-Resnick conditions, Gumbel max-domain of attraction, Long-tailed distribution
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Create date
07/08/2014 8:50
Last modification date
20/08/2019 16:59
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