Title :
Forecasting the Impact of the Irregular Events with DIPA Methodology
Author_Institution :
North China Electr. Power Univ., Beijing
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;
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
DOI :
10.1109/WKDD.2008.43