Nonlinear oil price dynamics: a tale of heterogeneous speculators?
While some of the recent surge of oil prices can be attributed to robust global demand at a time of tight production capacities, commentators occasionally also blame the impact of speculators for part of the price pressure. We propose an empirical oil market model with heterogeneous speculators. Whereas trend-extrapolating chartists may tend to destabilize the market, fundamentalists exercise a stabilizing effect on the price dynamics. Using monthly data for WTI oil prices, our STR-GARCH estimates indicate that oil price cycles may indeed emerge due to the nonlinear interplay between different trader types.
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- Geir Hoidal Bjonnes & Dagfinn Rime, 2003.
"Dealer Behavior and Trading Systems in Foreign Exchange Markets,"
2003/10, Norges Bank.
- Bjonnes, Geir Hoidal & Rime, Dagfinn, 2005. "Dealer behavior and trading systems in foreign exchange markets," Journal of Financial Economics, Elsevier, vol. 75(3), pages 571-605, March.
- Hoidal Bjonnes, Geir & Rime, Dagfinn, 2003. "Dealer Behavior and Trading Systems in Foreign Exchange Markets," SIFR Research Report Series 17, Institute for Financial Research.
- Gallagher, Liam A & Taylor, Mark P, 2001. "Risky Arbitrage, Limits of Arbitrage, and Nonlinear Adjustment in the Dividend-Price Ratio," Economic Inquiry, Western Economic Association International, vol. 39(4), pages 524-36, October.
- Kilian, Lutz, 2005.
"Exogenous Oil Supply Shocks: How Big Are They and How Much do they Matter for the US Economy?,"
CEPR Discussion Papers
5131, C.E.P.R. Discussion Papers.
- Lutz Kilian, 2008. "Exogenous Oil Supply Shocks: How Big Are They and How Much Do They Matter for the U.S. Economy?," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 216-240, May.
- Brock, William A. & Hommes, Cars H., 1998.
"Heterogeneous beliefs and routes to chaos in a simple asset pricing model,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 22(8-9), pages 1235-1274, August.
- Angus Deaton, 1999.
"Commodity Prices and Growth in Africa,"
Journal of Economic Perspectives,
American Economic Association, vol. 13(3), pages 23-40, Summer.
- Terasvirta, T & Anderson, H M, 1992. "Characterizing Nonlinearities in Business Cycles Using Smooth Transition Autoregressive Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(S), pages S119-36, Suppl. De.
- Taylor, Mark P. & Allen, Helen, 1992. "The use of technical analysis in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 11(3), pages 304-314, June.
- Robert Barsky & Lutz Kilian, 2004.
"Oil and the Macroeconomy Since the 1970s,"
NBER Working Papers
10855, National Bureau of Economic Research, Inc.
- Hommes, Cars H., 2006. "Heterogeneous Agent Models in Economics and Finance," Handbook of Computational Economics, in: Leigh Tesfatsion & Kenneth L. Judd (ed.), Handbook of Computational Economics, edition 1, volume 2, chapter 23, pages 1109-1186 Elsevier.
- Kilian, Lutz & Taylor, Mark P., 2001.
"Why is it so difficult to beat the random walk forecast of exchange rates?,"
Working Paper Series
0088, European Central Bank.
- Kilian, Lutz & Taylor, Mark P., 2003. "Why is it so difficult to beat the random walk forecast of exchange rates?," Journal of International Economics, Elsevier, vol. 60(1), pages 85-107, May.
- Kilian, Lutz & Taylor, Mark P, 2001. "Why is it so Difficult to Beat the Random Walk Forecast of Exchange Rates?," CEPR Discussion Papers 3024, C.E.P.R. Discussion Papers.
- Lutz Kilian & Mark P. Taylor, 2001. "Why Is It So Difficult to Beat the Random Walk Forecast of Exchange Rates?," Working Papers 464, Research Seminar in International Economics, University of Michigan.
- Taylor, Mark P. & Peel, David A., 2000. "Nonlinear adjustment, long-run equilibrium and exchange rate fundamentals," Journal of International Money and Finance, Elsevier, vol. 19(1), pages 33-53, February.
- Menkhoff, Lukas, 1997. "Examining the Use of Technical Currency Analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 2(4), pages 307-18, October.
- Paul Cashin & C John McDermott & Alasdair Scott, 1999.
"Booms and slumps in world commodity prices,"
Reserve Bank of New Zealand Discussion Paper Series
G99/8, Reserve Bank of New Zealand.
- Farmer, J. Doyne & Joshi, Shareen, 2002.
"The price dynamics of common trading strategies,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 49(2), pages 149-171, October.
- Stefan Reitz & Frank Westerhoff, 2007. "Commodity price cycles and heterogeneous speculators: a STAR–GARCH model," Empirical Economics, Springer, vol. 33(2), pages 231-244, September.
- repec:dgr:uvatin:20010031 is not listed on IDEAS
- repec:dgr:uvatin:20050052 is not listed on IDEAS
- Eitrheim, Oyvind & Terasvirta, Timo, 1996.
"Testing the adequacy of smooth transition autoregressive models,"
Journal of Econometrics,
Elsevier, vol. 74(1), pages 59-75, September.
- Eitrheim, Øyvind & Teräsvirta, Timo, 1995. "Testing the Adequacy of Smooth Transition Autoregressive Models," SSE/EFI Working Paper Series in Economics and Finance 56, Stockholm School of Economics.
- Canoles, W. Bruce & Thompson, Sarahelen R. & Irwin, Scott H. & France, Virginia G., 1997.
"An Analysis Of The Profiles And Motivations Of Habitual Commodity Speculators,"
ACE OFOR Reports
14768, University of Illinois at Urbana-Champaign, Department of Agricultural and Consumer Economics.
- W. Bruce Canoles & Sarahelen R. Thompson & Scott H. Irwin & Virginia G. France & ., 1997. "An Analysis of the Profiles and Motivations of Habitual Commodity Speculators," Finance 9705001, EconWPA.
- Sonnemans, Joep & Hommes, Cars & Tuinstra, Jan & van de Velden, Henk, 2004.
"The instability of a heterogeneous cobweb economy: a strategy experiment on expectation formation,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 54(4), pages 453-481, August.
- Sonnemans, J. & Hommes, C.H. & Tuinstra, J. & van de Velden, H., 1999. "The Instability of a Heterogeneous Cobweb economy: a Strategy Experiment on Expectation Formation," CeNDEF Working Papers 99-06, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Stefan Reitz & M.P Taylor, 2006. "The Coordination Channel of Foreign Exchange Intervention," Computing in Economics and Finance 2006 16, Society for Computational Economics.
- Tesfatsion, Leigh & Judd, Kenneth L., 2006. "Handbook of Computational Economics, Vol. 2: Agent-Based Computational Economics," Staff General Research Papers 10368, Iowa State University, Department of Economics.
- Day, R. & Huang, W., 1988.
"Bulls, Bears And Market Sheep,"
m8822, Southern California - Department of Economics.
- Reitz, Stefan & Taylor, Mark P., 2008.
"The coordination channel of foreign exchange intervention: A nonlinear microstructural analysis,"
European Economic Review,
Elsevier, vol. 52(1), pages 55-76, January.
- Reitz, Stefan & Taylor, Mark P., 2006. "The coordination channel of foreign exchange intervention: a nonlinear microstructural analysis," Discussion Paper Series 1: Economic Studies 2006,08, Deutsche Bundesbank, Research Centre.
- W. Bruce Canoles & Sarahelen Thompson & Scott Irwin & Virginia Grace France, 1998. "An analysis of the profiles and motivations of habitual commodity speculators," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 18(7), pages 765-801, October.
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