• DocumentCode
    1850079
  • Title

    A New Method of Financial Risk Management Based on Multifractal

  • Author

    Ma, Shuang ; Jiang, Aiping

  • Author_Institution
    Coll. of EE, Heilongjiang Univ., Harbin
  • fYear
    2008
  • fDate
    18-21 Nov. 2008
  • Firstpage
    2994
  • Lastpage
    2998
  • Abstract
    The key point of financial risk management is whether the fluctuation characteristics of financial asset´s price can be grasped and the turning point of market be forecasted or not. In this paper, the high-frequency Hang Seng index (HSI) in Hong Kong stock market was analyzed by multifractal. The correlation of the parameters of the multifractal spectra with the variation of stock index was studied statistically. We find that closing index fluctuations is related to a main parameter of multifractal spectrum of daily high frequency (per 5min) closing index of HSI Deltaf. A forecasting algorithm of stock index turning point based on Deltaf parameters of multifractal spectrum of the previous 3 day is proposed. According to the results of test, this algorithm´s accuracy can reach up to 90.5%.
  • Keywords
    economic forecasting; financial management; risk management; stock markets; Hong Kong stock market; financial risk management; forecasting algorithm; high-frequency Hang Seng index; multifractal spectra; multifractal spectrum; stock index; Doped fiber amplifiers; Economic forecasting; Educational institutions; Fluctuations; Fractals; Predictive models; Risk management; Stock markets; Time series analysis; Turning; Multifractal spectra; financial time series; forecast; risk management; turning point;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Young Computer Scientists, 2008. ICYCS 2008. The 9th International Conference for
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3398-8
  • Electronic_ISBN
    978-0-7695-3398-8
  • Type

    conf

  • DOI
    10.1109/ICYCS.2008.283
  • Filename
    4709461