• Medientyp: Bericht; E-Book
  • Titel: A hierarchical Archimedean copula for portfolio credit risk modelling
  • Beteiligte: Puzanova, Natalia [VerfasserIn]
  • Erschienen: Frankfurt a. M.: Deutsche Bundesbank, 2011
  • Sprache: Englisch
  • ISBN: 978-3-86558-755-8
  • Schlagwörter: G21 ; tail dependence ; hierarchical dependence structure ; nested Archimedean copula ; C46 ; portfolio credit risk ; C63
  • Entstehung:
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  • Beschreibung: I introduce a novel, hierarchical model of tail dependent asset returns which can be particularly useful for measuring portfolio credit risk within the structural framework. To allow for a stronger dependence within sub-portfolios than between them, I utilise the concept of nested Archimedean copulas, but modify the nesting procedure to ensure the compatibility of copula generators by construction. This makes sampling straightforward. Moreover, I provide details on a particular specification based on a gamma mixture of powers. This model allows for lower tail dependence, resulting in a more conservative credit risk assessment than a comparable Gaussian model. I illustrate the extent of model risk when calculating VaR or Expected Shortfall for a credit portfolio.
  • Zugangsstatus: Freier Zugang