• DocumentCode
    127191
  • Title

    CDO pricing using archimedean copula with dynamic structure

  • Author

    Chen Zhuo ; Li Sheng-hong

  • Author_Institution
    Dept. of Math., Zhejiang Univ., Hangzhou, China
  • fYear
    2014
  • fDate
    17-19 Aug. 2014
  • Firstpage
    1121
  • Lastpage
    1126
  • Abstract
    This paper considers the problem of CDO pricing with dynamic Archimedean copula. The classical Archimedean copula is extended to the case with dynamic structure by introducing two continuous stochastic processes to describe both the systematic factor and idiosyncratic factors, which is needed when price CDO options or forward starting CDOs. We focus on Clayton copula which is a special kind of Archimedean copula with lower tail dependence. Then we convert the two stochastic processes to fit the distribution implied by Clayton copula. For large portfolios, loss distribution can be directly got from default probability which is quoted from CDS market. For the general case, characteristic function of the accumulated loss can be derived and using the fast Fourier transform, loss distribution can also be calculated. Numerical results are presented at the end.
  • Keywords
    fast Fourier transforms; investment; pricing; stochastic processes; Archimedean copula; CDO pricing; CDS market; Clayton copula; collateralized debt obligations; continuous stochastic process; default probability; dynamic structure; fast Fourier transform; idiosyncratic factors; large portfolios; loss distribution; systematic factor; Correlation; Correlation coefficient; Distribution functions; Portfolios; Pricing; Random variables; Stochastic processes; CDO pricing; archimedean copula; correlation skews; dynamic copula;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management Science & Engineering (ICMSE), 2014 International Conference on
  • Conference_Location
    Helsinki
  • Print_ISBN
    978-1-4799-5375-2
  • Type

    conf

  • DOI
    10.1109/ICMSE.2014.6930354
  • Filename
    6930354