• DocumentCode
    1846832
  • Title

    Research on measurement of portfolio with tail correlation based on Copula

  • Author

    Ying, Fu ; Shuai, Wang ; Liu Yanping

  • Author_Institution
    Fac. of Manage. & Econ., Dalian Univ. of Technol., Dalian, China
  • Volume
    2
  • fYear
    2011
  • fDate
    13-15 May 2011
  • Firstpage
    109
  • Lastpage
    112
  • Abstract
    This paper uses Kendall τ to measure the nonlinear relation of assets, and uses Copula function to measure the tail correlation of assets portfolio, provides the basis for investors when they invest asset portfolio. The major character and innovation of the research is firstly that considering low tail correlation for investors is of great significance, we use Copula function model to measure tail correlation coefficient. Secondly, considering low tail correlation influence the portfolio´s risk, we select Clayton Copula to measure tail correlation coefficient which is more sensitive to the lower tail changes. Thirdly, we estimate parameter theta based on Kendall τ that ensure the accuracy of the parameter estimation.
  • Keywords
    correlation methods; investment; parameter estimation; risk analysis; statistical analysis; Clayton Copula; assets portfolio; copula function; investor; kendall; nonlinear relation; parameter theta estimation; portfolio measurement; portfolio risk; tail correlation; Correlation; Distribution functions; Estimation; Gaussian distribution; Indexes; Parameter estimation; Portfolios; copula; nonparametric estimation; portfolio; tail correlation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Business Management and Electronic Information (BMEI), 2011 International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-61284-108-3
  • Type

    conf

  • DOI
    10.1109/ICBMEI.2011.5917857
  • Filename
    5917857