• DocumentCode
    3043632
  • Title

    Forecasting of time series model with stable errors

  • Author

    Hailong Chen ; Chengji You

  • Author_Institution
    School of Computer Science & Technology, Harbin University of Science and Technology, China
  • Volume
    1
  • fYear
    2012
  • fDate
    18-20 May 2012
  • Firstpage
    298
  • Lastpage
    302
  • Abstract
    In this paper we present a Power GARCH model with stable errors and apply the general theory of volatility forecasting to it. The use of the new model is illustrated with an application to the volatility of stock and exchange rate returns. In general, standard GARCH is outperformed by more sophisticated Power GARCH model, but use of imperfect volatility proxies leads to loss of precision in evaluating forecasts.
  • Keywords
    α-stable distribution; power GARCH; stable errors; volatility forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measurement, Information and Control (MIC), 2012 International Conference on
  • Conference_Location
    Harbin, China
  • Print_ISBN
    978-1-4577-1601-0
  • Type

    conf

  • DOI
    10.1109/MIC.2012.6273258
  • Filename
    6273258