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Sibuya copulas

Sibuya copulas
Authors: Marius Hofert; Frédéric Vrins;

Sibuya copulas

Abstract

The standard intensity-based approach for modeling defaults is generalized by making the deterministic term structure of the survival probability stochastic via a common jump process. The survival copula of the vector of default times is derived and it is shown to be explicit and of the functional form as dealt with in the work of Sibuya. Besides the parameters of the jump process, the marginal survival functions of the default times appear in the copula. Sibuya copulas therefore allow for functional parameters and asymmetries. Due to the jump process in the construction, they allow for a singular component. Depending on the parameters, they may also be extreme-value copulas or Levy-frailty copulas. Further, Sibuya copulas are easy to sample in any dimension. Properties of Sibuya copulas including positive lower orthant dependence, tail dependence, and extremal dependence are investigated. An application to pricing first-to-default contracts is outlined and further generalizations of this copula class are addressed.

23 pages, 3 figures

Related Organizations
Keywords

Statistics and Probability, Numerical Analysis, Archimedean copulas, Measures of association (correlation, canonical correlation, etc.), Probability (math.PR), Sibuya form, Poisson process, Multivariate distribution of statistics, FOS: Economics and business, 60E05, 62H99, 60G99, 62H05, 62H20, FOS: Mathematics, Probability distributions: general theory, stochastic processes, Point processes (e.g., Poisson, Cox, Hawkes processes), Pricing of Securities (q-fin.PR), Statistics, Probability and Uncertainty, Characterization and structure theory for multivariate probability distributions; copulas, Quantitative Finance - Pricing of Securities, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Average
Average
Average
Green
hybrid