Conditional value-at-risk bounds for compound Poisson risks and a normal approximation

A considerable number of equivalent formulas defining conditional value-at-risk and expected shortfall are gathered together. Then we present a simple method to bound the conditional value-at-risk of compound Poisson loss distributions under incomplete information about its severity distribution, wh...

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Main Author: Werner Hürlimann
Format: Article
Language:English
Published: Wiley 2003-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/S1110757X0320108X
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author Werner Hürlimann
author_facet Werner Hürlimann
author_sort Werner Hürlimann
collection DOAJ
description A considerable number of equivalent formulas defining conditional value-at-risk and expected shortfall are gathered together. Then we present a simple method to bound the conditional value-at-risk of compound Poisson loss distributions under incomplete information about its severity distribution, which is assumed to have a known finite range, mean, and variance. This important class of nonnormal loss distributions finds applications in actuarial science, where it is able to model the aggregate claims of an insurance-risk business.
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spelling doaj-art-e9f3cfab900f4e48b374df7af1d84ed92025-02-03T01:02:08ZengWileyJournal of Applied Mathematics1110-757X1687-00422003-01-012003314115310.1155/S1110757X0320108XConditional value-at-risk bounds for compound Poisson risks and a normal approximationWerner Hürlimann0Schönholzweg 24, Winterthur CH-8409, SwitzerlandA considerable number of equivalent formulas defining conditional value-at-risk and expected shortfall are gathered together. Then we present a simple method to bound the conditional value-at-risk of compound Poisson loss distributions under incomplete information about its severity distribution, which is assumed to have a known finite range, mean, and variance. This important class of nonnormal loss distributions finds applications in actuarial science, where it is able to model the aggregate claims of an insurance-risk business.http://dx.doi.org/10.1155/S1110757X0320108X
spellingShingle Werner Hürlimann
Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
Journal of Applied Mathematics
title Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
title_full Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
title_fullStr Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
title_full_unstemmed Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
title_short Conditional value-at-risk bounds for compound Poisson risks and a normal approximation
title_sort conditional value at risk bounds for compound poisson risks and a normal approximation
url http://dx.doi.org/10.1155/S1110757X0320108X
work_keys_str_mv AT wernerhurlimann conditionalvalueatriskboundsforcompoundpoissonrisksandanormalapproximation