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
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