Multivariate models for operational risk

Klaus Böcker, Claudia Klüppelberg

Research output: Contribution to journalArticlepeer-review

50 Scopus citations

Abstract

Böcker and Klüppelberg [Risk Mag., 2005, December, 90-93] presented a simple approximation of OpVaR of a single operational risk cell. The present paper derives approximations of similar quality and simplicity for the multivariate problem. Our approach is based on the modelling of the dependence structure of different cells via the new concept of a Lévy copula.

Original languageEnglish
Pages (from-to)855-869
Number of pages15
JournalQuantitative Finance
Volume10
Issue number8
DOIs
StatePublished - 2010

Keywords

  • Dependence model
  • Lévy copula
  • Multivariate Lévy process
  • Multivariate dependence
  • Operational risk
  • Pareto distribution
  • Regular variation
  • Subexponential distribution

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