Media Continuos Partition-of-unity Copulas and their Application to Risk Management and other Fields

Continuos Partition-of-unity Copulas and their Application to Risk Management and other Fields

uploaded September 13, 2022 Views: 8 Comments: 0 Marked favorite: 0
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In this paper we discuss a natural extension of discrete partition-of-unity copulas to continuous partition of copulas with possible applications in risk management and other fields of insurance. We present a general simple algorithm to generate such copulas on the basis of the empirical copula from high-dimensional data sets. In particular, our constructions also allow for an implementation of positive tail dependence which sometimes is a desirable property of copula modelling, in particular for internal models under Solvency II.

 

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Categories: ASTIN / NON-LIFE
Content groups:  content2022

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