• DocumentCode
    3414128
  • Title

    Statistical properties of African FX rates: An application of the Stable Paretian Hypothesis

  • Author

    Basterfield, D. ; Bundt, Thomas ; Murphy, Grattan

  • fYear
    2003
  • fDate
    20-23 March 2003
  • Firstpage
    223
  • Lastpage
    229
  • Abstract
    This paper fits Stable Paretian distributions to daily returns data for 41 continental African currencies. Data analysis shows that the returns from all currencies are non-normally distributed and can befitted as non-normal members of the class of stable distributions. This implies that returns for all currencies have infinite variance. In addition, several currencies have characteristic exponents less than unity, implying that no moments exist for these currencies. The implications for mean-variance portfolio management and risk management are also discussed.
  • Keywords
    Pareto distribution; economic cybernetics; foreign exchange trading; statistical analysis; African FX rates; Stable Paretian Hypothesis; continental African currencies; daily returns data; foreign exchange risk; mean-variance portfolio management; risk management; stable distributions; Application software; Computer science; Data analysis; Data engineering; Investments; Portfolios; Risk analysis; Risk management; Statistical analysis; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Financial Engineering, 2003. Proceedings. 2003 IEEE International Conference on
  • Print_ISBN
    0-7803-7654-4
  • Type

    conf

  • DOI
    10.1109/CIFER.2003.1196264
  • Filename
    1196264