• DocumentCode
    472451
  • Title

    Forecasting the Impact of the Irregular Events with DIPA Methodology

  • Author

    ZHU, Jin-rong

  • Author_Institution
    North China Electr. Power Univ., Beijing
  • fYear
    2008
  • fDate
    23-24 Jan. 2008
  • Firstpage
    264
  • Lastpage
    267
  • Abstract
    The impact of the irregular events on oil futures markets is so great that it is even superior to the variation tendency of the time series itself. In order to forecast the influence of the irregular events on oil futures price, based on the thorough analysis of the impact process of irregular events in oil futures markets, four concepts, which include direction, intensity, persistence and attenuation model, are introduced. Then a methodology called DIPA is proposed for events impact analysis in this paper. Empirical research shows the presented method can forecast the impact of irregular events on oil futures markets more preferably.
  • Keywords
    data mining; marketing data processing; pricing; irregular events; oil futures markets; oil futures price; time series; Absorption; Attenuation; Costs; Data mining; Economic forecasting; Hurricanes; Measurement standards; Petroleum; Predictive models; Weather forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Discovery and Data Mining, 2008. WKDD 2008. First International Workshop on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    978-0-7695-3090-1
  • Type

    conf

  • DOI
    10.1109/WKDD.2008.43
  • Filename
    4470391