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Sibirskii Matematicheskii Zhurnal, 2012, Volume 53, Number 6, Pages 1209–1230
(Mi smj2377)
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This article is cited in 6 scientific papers (total in 6 papers)
Tail asymptotics for dependent subexponential differences
H. Albrecherab, S. Asmussenc, D. Kortschakad a Department of Actuarial Science, Faculty of Business and Economics, University of Lausanne, Lausanne, Switzerland
b Swiss Finance Institute, Switzerland
c Department of Mathematical Sciences, Aarhus University, Aarhus, Denmark
d Université de Lyon, Université Claude Bernard Lyon 1, Institut de Science Financière et d'Assurances, Lyon, France
Abstract:
We study the asymptotic behavior of $\mathbb P(X-Y>u)$ as $u\to\infty$, where $X$ is subexponential, $Y$ is positive, and the random variables $X$ and $Y$ may be dependent. We give criteria under which the subtraction of $Y$ does not change the tail behavior of $X$. It is also studied under which conditions the comonotonic copula represents the worst-case scenario for the asymptotic behavior in the sense of minimizing the tail of $X-Y$. Some explicit construction of the worst-case copula is provided in other cases.
Keywords:
subexponential random variables, differences, dependence, copulas, mean excess function.
Received: 29.09.2011
Citation:
H. Albrecher, S. Asmussen, D. Kortschak, “Tail asymptotics for dependent subexponential differences”, Sibirsk. Mat. Zh., 53:6 (2012), 1209–1230; Siberian Math. J., 53:6 (2012), 965–983
Linking options:
https://www.mathnet.ru/eng/smj2377 https://www.mathnet.ru/eng/smj/v53/i6/p1209
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