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Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond
In this paper, imprecise approaches to model the risk reserve process of an insurer’s portfolio, which consists of a catastrophe bond and external help, and with a special penalty function in the case of a bankruptcy event, are presented. Apart from the general framework, two special cases, when par...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274648/ http://dx.doi.org/10.1007/978-3-030-50153-2_1 |
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author | Romaniuk, Maciej |
author_facet | Romaniuk, Maciej |
author_sort | Romaniuk, Maciej |
collection | PubMed |
description | In this paper, imprecise approaches to model the risk reserve process of an insurer’s portfolio, which consists of a catastrophe bond and external help, and with a special penalty function in the case of a bankruptcy event, are presented. Apart from the general framework, two special cases, when parameters of the portfolio are described by L-R fuzzy numbers or shadowed sets, are discussed and compared. In a few examples based on the real-life data for these two types of impreciseness, some important characteristics of the portfolio, like the expected value and the probability of the ruin, are estimated, analysed and compared using the Monte Carlo simulations. |
format | Online Article Text |
id | pubmed-7274648 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-72746482020-06-08 Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond Romaniuk, Maciej Information Processing and Management of Uncertainty in Knowledge-Based Systems Article In this paper, imprecise approaches to model the risk reserve process of an insurer’s portfolio, which consists of a catastrophe bond and external help, and with a special penalty function in the case of a bankruptcy event, are presented. Apart from the general framework, two special cases, when parameters of the portfolio are described by L-R fuzzy numbers or shadowed sets, are discussed and compared. In a few examples based on the real-life data for these two types of impreciseness, some important characteristics of the portfolio, like the expected value and the probability of the ruin, are estimated, analysed and compared using the Monte Carlo simulations. 2020-05-16 /pmc/articles/PMC7274648/ http://dx.doi.org/10.1007/978-3-030-50153-2_1 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Romaniuk, Maciej Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title | Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title_full | Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title_fullStr | Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title_full_unstemmed | Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title_short | Imprecise Approaches to Analysis of Insurance Portfolio with Catastrophe Bond |
title_sort | imprecise approaches to analysis of insurance portfolio with catastrophe bond |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274648/ http://dx.doi.org/10.1007/978-3-030-50153-2_1 |
work_keys_str_mv | AT romaniukmaciej impreciseapproachestoanalysisofinsuranceportfoliowithcatastrophebond |