A Graphical Tool for Copula Selection Based on Tail Dependence

Studies in Classification Data Analysis and Knowledge Organization(2018)

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摘要
In many practical applications, the selection of copulas with a specific tail behaviour may allow to estimate properly the region of the distribution that is needed at most, especially in risk management procedures. Here, a graphical tool is presented in order to assist the decision maker in the selection of an appropriate model for the problem at hand. Such a tool provides valuable indications for a preliminary overview of the tail features of different copulas which may help in the choice of a parametric model. Its use is illustrated under various dependency scenarios.
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关键词
Copula,Cluster analysis,Tail dependence,Graphical statistics,Quantitative risk management
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