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Copulas in finance and insurance

Recurso electrónico / electronic resource
Colección: Artículos
Título: Copulas in finance and insurance / Rosario Romera and Elisa M. MolanesAutor: Romera, Rosario
Notas: Sumario: Copulas provide a potential useful modeling tool to represent the dependence structureamong variables and to generate joint distributions by combining given marginal distributions. Simulations play a relevant role in finance and insurance. They are used to replicate efficient frontiers or extremal values, to price options, to estimate joint risks, and so on. Using copulas, it is easy to construct and simulate from multivariate distributions based on almost any choice of marginals and any type of dependence structure. In this paper is outlined recent contributions of statistical modeling using copulas in finance and insurance. It's reviewed issues related to the notion of copulas, copula families, copula-based dynamic and static dependence structure, copulas and latent factor models and simulation of copulas. Finally, it's outlined hot topics in copulas with a special focus on model selection and goodness-of-fit testingRegistros relacionados: En: Economía Financiera. - Madrid : Especial Directivos. - nº 17, mayo 2009 ; p. 70-97Materia / lugar / evento: Técnicas estadísticas multivariantes Modelización mediante cópulas Teoría del valor extremo Modelos actuariales Riesgo financiero Otros autores: Molanes, Elisa M.
Otras clasificaciones: 6