Título: | A METHODOLOGY FOR THE ESTIMATION OF ECONOMIC CAPITAL: INCORPORATING DEPENDENCE BETWEEN RISKS VIA COPULAS | |||||||
Autor: |
PETRUSCA ARRIEIRO CARDOSO |
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Colaborador(es): |
CRISTIANO AUGUSTO COELHO FERNANDES - Orientador ROBERTO WESTENBERGER - Coorientador |
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Catalogação: | 13/ABR/2009 | Língua(s): | PORTUGUESE - BRAZIL |
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Tipo: | TEXT | Subtipo: | THESIS | |||||
Notas: |
[pt] Todos os dados constantes dos documentos são de inteira responsabilidade de seus autores. Os dados utilizados nas descrições dos documentos estão em conformidade com os sistemas da administração da PUC-Rio. [en] All data contained in the documents are the sole responsibility of the authors. The data used in the descriptions of the documents are in conformity with the systems of the administration of PUC-Rio. |
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Referência(s): |
[pt] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=13354&idi=1 [en] https://www.maxwell.vrac.puc-rio.br/projetosEspeciais/ETDs/consultas/conteudo.php?strSecao=resultado&nrSeq=13354&idi=2 |
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DOI: | https://doi.org/10.17771/PUCRio.acad.13354 | |||||||
Resumo: | ||||||||
Financial regulatory agencies have been encouraging the adoption, in risk
management practices, of internal models in order to determinate the regulatory
minimum capital. Most of the models can be decomposed in minor capital
models, each associated to a particular risk source to which that the company is
exposed. The regulatory capital will be the aggregation of these individual
capitals. The companies´ risks may have non-linear dependencies which prevent
the sum of the individual capitals. One of the greatest challenges of this modeling
process is to identify, measure and incorporate the dependencies amongst the
several risk sources. The relatively recent copula theory has been shown to offer
an effective tool for the aggregation of capitals, by duly capturing and
incorporating the dependence of the several risks sources when estimating the
minimum capital. This dissertation presents a general discussion about a
dependence measurement methodology between risks. This is then applied, at the
end of dissertation, to the estimation of the economic capital of an insurance
company. Since copulas allow us to separate the effects of the structure
dependence to the peculiar characteristics of the marginal distribution, it is
possible to explore the impact of dependencies of risks on the total economic
capital. The sensitivities of the economic capital are investigated. The risks
measures used to determinate the capital were the Value at Risk and Conditional
Value at Risk.
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