Fourier-Laplace transforms and ruin probabilities

Detalhes bibliográficos
Autor(a) principal: Lima, Fátima D. E.
Data de Publicação: 2002
Outros Autores: Garcia, Jorge M. A., Reis, Alfredo D. Egídio dos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/24472
Resumo: In this paper we use Fourier/Laplace transforms to evaluate numerically relevant probabilities in ruin theory as an application to insurance. The transform of a function is split in two: the real and the imaginary parts. We use an inversion formula based on the real part only, to get the original function. By using an appropriate algorithm to compute integrals and making use of the properties of these transforms we are able to compute numerically important quantities either in classical or non-classical ruin theory. As far as the classical model is concerned the problems considered have been widely studied. In what concerns the non-classical model, in particular models based on more general renewal risk processes, there is still a long way to go. In either case the approach presented is an easy method giving good approximations for reasonable values of the initial surplus. To show this we compute numerically ruin probabilities in the classical model and in a renewal risk process in which claim inter-arrival times have an Erlang(2) distribution and compare to exact figures where available. We also consider the computation of the probability and severity of ruin in the classical model.
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spelling Fourier-Laplace transforms and ruin probabilitiesRisk TheoryRuin TheoryFourier TransformLaplace TransformProbability of Ultimate RuinSeverity of RuinErlang(2) Risk ProcessIn this paper we use Fourier/Laplace transforms to evaluate numerically relevant probabilities in ruin theory as an application to insurance. The transform of a function is split in two: the real and the imaginary parts. We use an inversion formula based on the real part only, to get the original function. By using an appropriate algorithm to compute integrals and making use of the properties of these transforms we are able to compute numerically important quantities either in classical or non-classical ruin theory. As far as the classical model is concerned the problems considered have been widely studied. In what concerns the non-classical model, in particular models based on more general renewal risk processes, there is still a long way to go. In either case the approach presented is an easy method giving good approximations for reasonable values of the initial surplus. To show this we compute numerically ruin probabilities in the classical model and in a renewal risk process in which claim inter-arrival times have an Erlang(2) distribution and compare to exact figures where available. We also consider the computation of the probability and severity of ruin in the classical model.Cambridge School PressRepositório da Universidade de LisboaLima, Fátima D. E.Garcia, Jorge M. A.Reis, Alfredo D. Egídio dos2022-06-02T14:04:43Z20022002-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/24472engLima, Fátima DP; Jorge MA Garcia and Alfredo D. Egídio dos Reis. (2002). "Fourier/Laplace transforms and ruin probabilities”. ASTIN Bulletin: The Journal of the IAA. Vol. 32, nº 1: pp. 91-105.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:54:07Zoai:www.repository.utl.pt:10400.5/24472Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:08:30.661942Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Fourier-Laplace transforms and ruin probabilities
title Fourier-Laplace transforms and ruin probabilities
spellingShingle Fourier-Laplace transforms and ruin probabilities
Lima, Fátima D. E.
Risk Theory
Ruin Theory
Fourier Transform
Laplace Transform
Probability of Ultimate Ruin
Severity of Ruin
Erlang(2) Risk Process
title_short Fourier-Laplace transforms and ruin probabilities
title_full Fourier-Laplace transforms and ruin probabilities
title_fullStr Fourier-Laplace transforms and ruin probabilities
title_full_unstemmed Fourier-Laplace transforms and ruin probabilities
title_sort Fourier-Laplace transforms and ruin probabilities
author Lima, Fátima D. E.
author_facet Lima, Fátima D. E.
Garcia, Jorge M. A.
Reis, Alfredo D. Egídio dos
author_role author
author2 Garcia, Jorge M. A.
Reis, Alfredo D. Egídio dos
author2_role author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Lima, Fátima D. E.
Garcia, Jorge M. A.
Reis, Alfredo D. Egídio dos
dc.subject.por.fl_str_mv Risk Theory
Ruin Theory
Fourier Transform
Laplace Transform
Probability of Ultimate Ruin
Severity of Ruin
Erlang(2) Risk Process
topic Risk Theory
Ruin Theory
Fourier Transform
Laplace Transform
Probability of Ultimate Ruin
Severity of Ruin
Erlang(2) Risk Process
description In this paper we use Fourier/Laplace transforms to evaluate numerically relevant probabilities in ruin theory as an application to insurance. The transform of a function is split in two: the real and the imaginary parts. We use an inversion formula based on the real part only, to get the original function. By using an appropriate algorithm to compute integrals and making use of the properties of these transforms we are able to compute numerically important quantities either in classical or non-classical ruin theory. As far as the classical model is concerned the problems considered have been widely studied. In what concerns the non-classical model, in particular models based on more general renewal risk processes, there is still a long way to go. In either case the approach presented is an easy method giving good approximations for reasonable values of the initial surplus. To show this we compute numerically ruin probabilities in the classical model and in a renewal risk process in which claim inter-arrival times have an Erlang(2) distribution and compare to exact figures where available. We also consider the computation of the probability and severity of ruin in the classical model.
publishDate 2002
dc.date.none.fl_str_mv 2002
2002-01-01T00:00:00Z
2022-06-02T14:04:43Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/24472
url http://hdl.handle.net/10400.5/24472
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Lima, Fátima DP; Jorge MA Garcia and Alfredo D. Egídio dos Reis. (2002). "Fourier/Laplace transforms and ruin probabilities”. ASTIN Bulletin: The Journal of the IAA. Vol. 32, nº 1: pp. 91-105.
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Cambridge School Press
publisher.none.fl_str_mv Cambridge School Press
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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