Non-Linear Oil Price Dynamics: A Tale of Heterogeneous Speculators?
Abstract
While some of the recent surges in oil prices can be attributed to a 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 West Texas Intermediate oil prices, our STR-GARCH estimates indicate that oil price cycles may indeed emerge due to the non-linear interplay between different trader types. Copyright 2009 The Authors. Journal Compilation Verein für Socialpolitik and Blackwell Publishing Ltd.Download Info
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Article provided by Verein für Socialpolitik in its journal German Economic Review.
Volume (Year): 10 (2009)
Issue (Month): (08)
Pages: 270-283
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Related research
Keywords:Other versions of this item:
- Reitz, Stefan & Slopek, Ulf Dieter, 2008. "Nonlinear oil price dynamics: a tale of heterogeneous speculators?," Discussion Paper Series 1: Economic Studies 2008,10, Deutsche Bundesbank, Research Centre.
- Q33 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Resource Booms (Dutch Disease)
- D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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.
- 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.
- 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.
- Lutz Kilian & Mark P. Taylor, 2001. "Why is it so difficult to beat the random walk forecast of exchange rates," Working Paper Series 088, European Central Bank.
- 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?," Tinbergen Institute Discussion Papers 01-031/4, Tinbergen Institute.
- Peter Boswijk & Cars H. Hommes & Sebastiano Manzan, 2005. "Behavioral Heterogeneity in Stock Prices," Tinbergen Institute Discussion Papers 05-052/1, Tinbergen Institute.
- Day, Richard H. & Huang, Weihong, 1990.
"Bulls, bears and market sheep,"
Journal of Economic Behavior & Organization,
Elsevier, vol. 14(3), pages 299-329, December.
- Day, R. & Huang, W., 1988. "Bulls, Bears And Market Sheep," Papers m8822, Southern California - Department of Economics.
- Geir Hoidal Bjonnes & Dagfinn Rime, 2003.
"Dealer Behavior and Trading Systems in Foreign Exchange Markets,"
Working Paper
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.
- Robert Barsky & Lutz Kilian, 2004.
"Oil and the Macroeconomy Since the 1970s,"
NBER Working Papers
10855, National Bureau of Economic Research, Inc.
- Robert B. Barsky & Lutz Kilian, 2004. "Oil and the Macroeconomy Since the 1970s," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 115-134, Fall.
- Barsky, Robert & Kilian, Lutz, 2004. "Oil and the Macroeconomy Since the 1970s," CEPR Discussion Papers 4496, C.E.P.R. Discussion Papers.
- Eitrheim, Øyvind & Teräsvirta, Timo, 1995.
"Testing the Adequacy of Smooth Transition Autoregressive Models,"
Working Paper Series in Economics and Finance
56, Stockholm School of Economics.
- Eitrheim, Oyvind & Terasvirta, Timo, 1996. "Testing the adequacy of smooth transition autoregressive models," Journal of Econometrics, Elsevier, vol. 74(1), pages 59-75, September.
- 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.
- 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.
- De Grauwe, Paul & Grimaldi, M, 2006. "Exchange rate puzzles: A tale of switching attractors," Open Access publications from Katholieke Universiteit Leuven urn:hdl:123456789/101113, Katholieke Universiteit Leuven.
- 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.
- 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.
- J. Doyne Farmer & Shareen Joshi, 2000.
"The price dynamics of common trading strategies,"
Papers
cond-mat/0012419, arXiv.org.
- 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.
- J. Doyne Farmer & Shareen Joshi, 2000. "The Price Dynamics of Common Trading Strategies," Working Papers 00-12-069, Santa Fe Institute.
- 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.
- 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.
- Cashin, Paul & McDermott, C. John & Scott, Alasdair, 2002. "Booms and slumps in world commodity prices," Journal of Development Economics, Elsevier, vol. 69(1), pages 277-296, October.
- C. John McDermott & Paul Cashin & Alasdair Scott, 1999. "Booms and Slumps in World Commodity Prices," IMF Working Papers 99/155, International Monetary Fund.
- 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.
- 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.
- 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.
- Stefan Reitz & M.P Taylor, 2006. "The Coordination Channel of Foreign Exchange Intervention," Computing in Economics and Finance 2006 16, Society for Computational Economics.
- Lutz Kilian & Mark P. Taylor, 2001. "Why is it so difficult to beat the Random Walk Forecast of Exchange Rates?," Tinbergen Institute Discussion Papers 01-031/4, Tinbergen Institute.
- 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.
- 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.
- Angus Deaton, 1999.
"Commodity Prices and Growth in Africa,"
Journal of Economic Perspectives,
American Economic Association, vol. 13(3), pages 23-40, Summer.
- Deaton, A., 1999. "Commodity Prices and Growth in Aftica," Papers 186, Princeton, Woodrow Wilson School - Development Studies.
- 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.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Reitz, Stefan & Rülke, Jan-Christoph & Stadtmann, Georg, 2012.
"Nonlinear expectations in speculative markets - Evidence from the ECB survey of professional forecasters,"
Discussion Papers of Business and Economics
1/2012, Department of Business and Economics, University of Southern Denmark.
- Reitz, Stefan & Rülke, Jan-Christoph & Stadtmann, Georg, 2012. "Nonlinear expectations in speculative markets – Evidence from the ECB survey of professional forecasters," Journal of Economic Dynamics and Control, Elsevier, vol. 36(9), pages 1349-1363.
- Stefan Reitz & Jan-Christoph Rülke & Georg Stadtmann, 2011. "Nonlinear Expectations in Speculative Markets - Evidence from the ECB Survey of Professional Forecasters," Kiel Working Papers 1706, Kiel Institute for the World Economy.
- Reitz, Stefan & Rülke, Jan-Christoph & Stadtmann, Georg, 2012. "Nonlinear expectations in speculative markets: Evidence from the ECB survey of professional forecasters," Discussion Papers 311, European University Viadrina Frankfurt (Oder), Department of Business Administration and Economics.
- Marco Lombardi & Chiara Osbat & Bernd Schnatz, 2010.
"Global commodity cycles and linkages a FAVAR approach,"
Working Paper Series
1170, European Central Bank.
- Marco Lombardi & Chiara Osbat & Bernd Schnatz, 2012. "Global commodity cycles and linkages: a FAVAR approach," Empirical Economics, Springer, vol. 43(2), pages 651-670, October.
- Reitz, Stefan & Rülke, Jan & Stadtmann, Georg, 2012. "Nonlinear Expectations in Speculative Markets," Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62045, Verein für Socialpolitik / German Economic Association.
- Tokic, Damir, 2011. "Rational destabilizing speculation, positive feedback trading, and the oil bubble of 2008," Energy Policy, Elsevier, vol. 39(4), pages 2051-2061, April.
- Yavuz, Nilgün Çil & Yilanci, Veli, 2012. "Testing For Nonlinearity In G7 Macroeconomic Time Series," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 69-79, September.
- Cifarelli, Giulio & Paladino, Giovanna, 2010.
"Oil price dynamics and speculation: A multivariate financial approach,"
Energy Economics,
Elsevier, vol. 32(2), pages 363-372, March.
- Giulio Cifarelli & Giovanna Paladino, 2008. "Oil price Dynamics and Speculation. A Multivariate Financial Approach," Working Papers Series wp2008_15.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze dell'Economia e Dell'Impresa.
- Claudio Morana, 2012. "Oil Price Dynamics, Macro-Finance Interactions and the Role of Financial Speculation," Working Papers 2012.07, Fondazione Eni Enrico Mattei.
- Reitz, Stefan & Ruelke, Jan & Stadtmann, Georg, 2009.
"Are oil-price-forecasters finally right? -- Regressive expectations towards more fundamental values of the oil price,"
MPRA Paper
15607, University Library of Munich, Germany.
- Reitz, Stefan & Rülke, Jan-Christoph & Stadtmann, Georg, 2009. "Are oil price forecasters finally right? Regressive expectations toward more fundamental values of the oil price," Discussion Paper Series 1: Economic Studies 2009,32, Deutsche Bundesbank, Research Centre.
- Reitz, Stefan & Stadtmann, Georg & Taylor, Mark P., 2010.
"The effects of Japanese interventions on FX-forecast heterogeneity,"
Economics Letters,
Elsevier, vol. 108(1), pages 62-64, July.
- Reitz, Stefan & Stadtmann, Georg & Taylor, Mark P., 2009. "The Effects of Japanese Interventions on FX-Forecast Heterogeneity," MPRA Paper 15603, University Library of Munich, Germany.
- Isabel Vansteenkiste, 2011. "What is driving oil futures prices? Fundamentals versus speculation," Working Paper Series 1371, European Central Bank.
- Ruelke, Jan C. & Frenkel, Michael R. & Stadtmann, Georg, 2010. "Expectations on the yen/dollar exchange rate - Evidence from the Wall Street Journal forecast poll," Journal of the Japanese and International Economies, Elsevier, vol. 24(3), pages 355-368, September.
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