A metric and topological analysis of determinism in the crude oil spot market
We test whether the spot price of crude oil is determined by stochastic rules or exhibits deterministic endogenous fluctuations. In our analysis, we employ both metric (correlation dimension and Lyapunov exponents) and topological (recurrence plots) diagnostic tools for chaotic dynamics. We find that the underlying system for crude oil spot prices (i) is of high dimensionality (no stabilization of the correlation dimension), (ii) does not exhibit sensitive dependence on initial conditions, and (iii) is not characterized by the recurrence property. Thus, the empirical evidence suggests that stochastic rather than deterministic rules are present in the system dynamics of the crude oil spot market. Recurrent plot analysis indicates that volatility clustering is an adequate, but not complete, explanation of the morphology of oil spot prices.
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- Mariano Matilla-García, 2007. "Nonlinear Dynamics in Energy Futures," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 7-30.
- Lichtenberg, A. J. & Ujihara, A., 1989. "Application of nonlinear mapping theory to commodity price fluctuatuions," Journal of Economic Dynamics and Control, Elsevier, vol. 13(2), pages 225-246, April.
- Steven C. Blank, 1991. "“Chaos” in futures markets? A nonlinear dynamical analysis," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(6), pages 711-728, December.
- Blake LeBaron, 1994. "Chaos and Nonlinear Forecastability in Economics and Finance," Finance 9411001, EconWPA.
- Serletis, A. & Gogas, P., 1998.
"The North American Natural Gas Liquids Markets are Chaotic,"
98-10, Calgary - Department of Economics.
- Apostolos Serletis & Periklis Gogas, 1999. "The North American Natural Gas Liquids Markets are Chaotic," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 83-103.
- Serletis, Apostolos & Gogas, Periklis, 1999. "The North American natural gas liquids markets are chaotic," MPRA Paper 1576, University Library of Munich, Germany.
- James D. Hamilton, 2008.
"Understanding Crude Oil Prices,"
NBER Working Papers
14492, National Bureau of Economic Research, Inc.
- Sadorsky, Perry, 2003. "The macroeconomic determinants of technology stock price volatility," Review of Financial Economics, Elsevier, vol. 12(2), pages 191-205.
- Seung‐Ryong Yang & B. Wade Brorsen, 1993. "Nonlinear dynamics of daily futures prices: Conditional heteroskedasticity or chaos?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 13(2), pages 175-191, 04.
- Serletis, Apostolos & Shintani, Mototsugu, 2006. "Chaotic monetary dynamics with confidence," Journal of Macroeconomics, Elsevier, vol. 28(1), pages 228-252, March.
- Barnett, William A. & Serletis, Apostolos, 2000.
"Martingales, nonlinearity, and chaos,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 24(5-7), pages 703-724, June.
- William A. Barnett & Apostolos Serletis, 1998. "Martingales, Nonlinearity, and Chaos," Econometrics 9805003, EconWPA.
- William Barnett & Apostolos Serletis, 2012. "Martingales, Nonlinearity, And Chaos," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 201225, University of Kansas, Department of Economics, revised Sep 2012.
- Saeed Moshiri & Faezeh Foroutan, 2006. "Forecasting Nonlinear Crude Oil Futures Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 81-96.
- Baumol, William J & Benhabib, Jess, 1989.
"Chaos: Significance, Mechanism, and Economic Applications,"
Journal of Economic Perspectives,
American Economic Association, vol. 3(1), pages 77-105, Winter.
- Baumol, William J. & Benhabib, Jess, 1987. "Chaos: Significance, Mechanism, and Economic Applications," Working Papers 87-16, C.V. Starr Center for Applied Economics, New York University.
- L. Sleuwaegen, 2011. "Introduction," Review of Business and Economic Literature, Intersentia, vol. 56(2), pages 106-110, June.
- Ramsey, J.B. & Sayers, C.L. & Rothman, P., 1988.
"The Statistical Properties Of Dimension Calculations Using Small Data Sets: Some Economic Applications,"
15, Houston - Department of Economics.
- Ramsey, James B & Sayers, Chera L & Rothman, Philip, 1990. "The Statistical Properties of Dimension Calculations Using Small Data Sets: Some Economic Applications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 31(4), pages 991-1020, November.
- Leonid Kogan & Stephen Ross, 2004.
"The Price Impact and Survival of Irrational Traders,"
2004 Meeting Papers
35, Society for Economic Dynamics.
- Leonid Kogan & Stephen A. Ross & Jiang Wang & Mark M. Westerfield, 2006. "The Price Impact and Survival of Irrational Traders," Journal of Finance, American Finance Association, vol. 61(1), pages 195-229, 02.
- Kogan, Leonid & Ross, Stephen & Wang, Jiang & Westerfield, Mark, 2003. "The Price Impact and Survival of Irrational Traders," Working papers 4293-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Leonid Kogan & Stephen Ross & Jiang Wang & Mark Westerfield, 2003. "The Price Impact and Survival of Irrational Traders," NBER Working Papers 9434, National Bureau of Economic Research, Inc.
- Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-48, April.
- Panas, Epaminondas & Ninni, Vassilia, 2000. "Are oil markets chaotic? A non-linear dynamic analysis," Energy Economics, Elsevier, vol. 22(5), pages 549-568, October.
- H. Dewachter & R. Houssa & P.R. Kaltwasser, 2011. "Introduction," Review of Business and Economic Literature, Intersentia, vol. 56(4), pages 378-382, December.
- Mayfield, E Scott & Mizrach, Bruce, 1992. "On Determining the Dimension of Real-Time Stock-Price Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(3), pages 367-74, July.
- Heiko Hesse & Tigran Poghosyan, 2009. "Oil Prices and Bank Profitability; Evidence From Major Oil-Exporting Countries in the Middle East and North Africa," IMF Working Papers 09/220, International Monetary Fund.
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