DocumentCode :
3037124
Title :
Is International Oil Price Chaotic? - Empirical Evidence from Spot Market
Author :
Zhao, Lin ; Wang, Zhen ; Chen, Chuanying
Author_Institution :
Sch. of Bus. Adm., China Univ. of Pet., Beijing, China
fYear :
2009
fDate :
24-26 July 2009
Firstpage :
621
Lastpage :
624
Abstract :
International oil market is presented as a complex system with non-linear characteristics, in which oil price is affected by a set of different factors. In order to test if the international oil price chaotic or not, the phase space reconstruction technique (PSRT) is used to reorder the time series, and the methods of improved G-P algorithm, non-bias autocorrelation, Wolf algorithm and correlation integral are applied respectively to obtain embedded dimensions, time delay, the largest Lyapunov exponent and Kolmogorov entropy. Empirical results demonstrate that international oil price is a nonlinear dynamic system with chaotic and fractal feature, so that traditional statistical models are not competent in accurate depiction of the underlying dynamics. Long-term prediction of oil price is of little credibility, while short-term prediction within the range of effective predictable time is practical and meaningful.
Keywords :
chaos; international trade; nonlinear dynamical systems; petroleum industry; pricing; time series; Kolmogorov entropy; Lyapunov exponent; Wolf algorithm; correlation integral; improved G-P algorithm; international oil market; international oil price chaotic; nonlinear dynamic system; phase space reconstruction technique; spot market; time series; Autocorrelation; Chaos; Delay effects; Entropy; Exchange rates; Fractals; Nonlinear dynamical systems; Petroleum; Supply and demand; Testing; chaos; fractal; oil price; time series;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Business Intelligence and Financial Engineering, 2009. BIFE '09. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3705-4
Type :
conf
DOI :
10.1109/BIFE.2009.146
Filename :
5208809
Link To Document :
بازگشت