Navigating the oil bubble: A non-linear heterogeneous-agent dynamic model of futures oil pricing
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- 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:bla:ecorec:v:0:y:1986:i:0:p:24-38 is not listed on IDEAS
- Westerhoff, Frank & Reitz, Stefan, 2005. "Commodity price dynamics and the nonlinear market impact of technical traders: empirical evidence for the US corn market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 349(3), pages 641-648.
- Gogolin, Fabian & Kearney, Fearghal, 2016. "Does speculation impact what factors determine oil futures prices?," Economics Letters, Elsevier, vol. 144(C), pages 119-122.
- Malcolm Baker & Jeffrey Wurgler, 2006.
"Investor Sentiment and the Cross‐Section of Stock Returns,"
Journal of Finance, American Finance Association, vol. 61(4), pages 1645-1680, August.
- Malcolm Baker & Jeffrey Wurgler, 2004. "Investor Sentiment and the Cross-Section of Stock Returns," NBER Working Papers 10449, National Bureau of Economic Research, Inc.
- 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.
- Anders Johansen & Olivier Ledoit & Didier Sornette, 2000.
"Crashes As Critical Points,"
International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 219-255.
- Johansen, Anders & Ledoit, Olivier & Sornette, Didier, 1998. "Crashes at Critical Points," University of California at Los Angeles, Anderson Graduate School of Management qt2s77r0rk, Anderson Graduate School of Management, UCLA.
- Deeney, Peter & Cummins, Mark & Dowling, Michael & Bermingham, Adam, 2015. "Sentiment in oil markets," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 179-185.
- Christiane Baumeister & Lutz Kilian, 2016.
"Understanding the Decline in the Price of Oil since June 2014,"
Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(1), pages 131-158.
- Kilian, Lutz & Baumeister, Christiane, 2015. "Understanding the Decline in the Price of Oil since June 2014," CEPR Discussion Papers 10404, C.E.P.R. Discussion Papers.
- Baumeister, Christiane & Kilian, Lutz, 2015. "Understanding the decline in the price of oil since June 2014," CFS Working Paper Series 501, Center for Financial Studies (CFS).
- Christiane Baumeister & Lutz Kilian, 2016. "Understanding the Decline in the Price of Oil since June 2014," CESifo Working Paper Series 5755, CESifo.
- Cifarelli, Giulio, 2013. "Smooth transition regime shifts and oil price dynamics," Energy Economics, Elsevier, vol. 38(C), pages 160-167.
- Boyd, Naomi E. & Harris, Jeffrey H. & Li, Bingxin, 2018. "An update on speculation and financialization in commodity markets," Journal of Commodity Markets, Elsevier, vol. 10(C), pages 91-104.
- Wan, Jer-Yuh & Kao, Chung-Wei, 2009. "Evidence on the contrarian trading in foreign exchange markets," Economic Modelling, Elsevier, vol. 26(6), pages 1420-1431, November.
- Daniel Santabárbara, 2017. "The oil market: recent developments and outlook," Economic Bulletin, Banco de España, issue SEP.
- Roberto Dieci & Xue-Zhong He & Cars Hommes (ed.), 2014. "Nonlinear Economic Dynamics and Financial Modelling," Springer Books, Springer, edition 127, number 978-3-319-07470-2, January.
- Kesicki, Fabian, 2010. "The third oil price surge - What's different this time?," Energy Policy, Elsevier, vol. 38(3), pages 1596-1606, March.
- Nakov, Anton & Nuño, Galo, 2011. "Saudi Aramco and the oil market," Working Paper Series 1354, European Central Bank.
- Westerhoff, Frank H., 2004.
"Multiasset Market Dynamics,"
Macroeconomic Dynamics, Cambridge University Press, vol. 8(5), pages 596-616, November.
- Frank Westerhoff, 2003. "Multi-Asset Market Dynamics," Computing in Economics and Finance 2003 88, Society for Computational Economics.
- 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.
- Brock, W.A. & Hommes, C.H., 1996. "Hetergeneous Beliefs and Routes to Chaos in a Simple Asset Pricing Model," Working papers 9621, Wisconsin Madison - Social Systems.
- Zhang, Yue-Jun & Chevallier, Julien & Guesmi, Khaled, 2017. "“De-financialization” of commodities? Evidence from stock, crude oil and natural gas markets," Energy Economics, Elsevier, vol. 68(C), pages 228-239.
- Demirer, Rıza & Lee, Hsiang-Tai & Lien, Donald, 2015. "Does the stock market drive herd behavior in commodity futures markets?," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 32-44.
- Sornette, Didier & Johansen, Anders, 1997. "Large financial crashes," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 245(3), pages 411-422.
- Sari, Ramazan & Hammoudeh, Shawkat & Chang, Chia-Lin & McAleer, Michael, 2012.
"Causality between market liquidity and depth for energy and grains,"
Energy Economics, Elsevier, vol. 34(5), pages 1683-1692.
- Ramazan Sari & Shawkat Hammoudeh & Chia-Lin Chang & Michael McAleer, 2011. "Causality Between Market Liquidity and Depth for Energy and Grains," Documentos de Trabajo del ICAE 2011-10, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
- Ramazan Sari & Shawkat Hammoudeh & Chia-Lin Chang & Michael McAleer, 2011. "Causality Between Market Liquidity and Depth for Energy and Grains," KIER Working Papers 769, Kyoto University, Institute of Economic Research.
- Ramazan Sari & Shawkat Hammoudeh & Chia-Lin Chang & Michael McAleer, 2011. "Causality Between Market Liquidity and Depth for Energy and Grains," Working Papers in Economics 11/15, University of Canterbury, Department of Economics and Finance.
- Sari, R. & Hammoudeh, S.M. & Chang, C-L. & McAleer, M.J., 2011. "Causality Between Market Liquidity and Depth for Energy and Grains," Econometric Institute Research Papers EI 2011-14, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Peter C. B. Phillips & Yangru Wu & Jun Yu, 2011.
"EXPLOSIVE BEHAVIOR IN THE 1990s NASDAQ: WHEN DID EXUBERANCE ESCALATE ASSET VALUES?,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 201-226, February.
- Peter C. B. Phillips & Yangru Wu & Jun Yu, 2007. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers 222007, Hong Kong Institute for Monetary Research.
- Peter C.B. Phillips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Cowles Foundation Discussion Papers 1699, Cowles Foundation for Research in Economics, Yale University.
- Peter C.B.Phillips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers CoFie-03-2008, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Peter C.B. PHILIPS & Yangru WU & Jun YU, 2009. "Explosive Behavior in the 1990s Nasdaq: When Did Exuberance Escalate Asset Values?," Working Papers 19-2009, Singapore Management University, School of Economics.
- Peter C.B. Philips & Yangru Wu & Jun Yu, 2009. "Explosive Behavior in the 1990s Nasdaq : When Did Exuberance Escalate Asset Values?," Finance Working Papers 23050, East Asian Bureau of Economic Research.
- William A. Brock & Cars H. Hommes, 2001.
"A Rational Route to Randomness,"
Chapters, in: W. D. Dechert (ed.), Growth Theory, Nonlinear Dynamics and Economic Modelling, chapter 16, pages 402-438,
Edward Elgar Publishing.
- William A. Brock & Cars H. Hommes, 1997. "A Rational Route to Randomness," Econometrica, Econometric Society, vol. 65(5), pages 1059-1096, September.
- Brock, W.A., 1995. "A Rational Route to Randomness," Working papers 9530, Wisconsin Madison - Social Systems.
- William A. Brock & Cars H. Hommes, 1995. "Rational Routes to Randomness," Working Papers 95-03-029, Santa Fe Institute.
- Brock, W.A. & Hommes, C.H., 1995. "Rational Routes to Randomness," Working papers 9506, Wisconsin Madison - Social Systems.
- Brock, W.A. & Hommes, C.H., 1996. "A Rational Route to Randomness," Working papers 9530r, Wisconsin Madison - Social Systems.
- Zhou, Wei-Xing & Sornette, Didier, 2009.
"A case study of speculative financial bubbles in the South African stock market 2003–2006,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(6), pages 869-880.
- Wei-Xing Zhou & Didier Sornette, 2007. "A case study of speculative financial bubbles in the South African stock market 2003-2006," Papers physics/0701171, arXiv.org, revised Oct 2008.
- Caspi, Itamar, 2013. "Rtadf: Testing for Bubbles with EViews," MPRA Paper 58791, University Library of Munich, Germany, revised 06 Sep 2014.
- Abby Kim, 2015. "Does Futures Speculation Destabilize Commodity Markets?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(8), pages 696-714, August.
- Shleifer, Andrei & Vishny, Robert W, 1997.
"The Limits of Arbitrage,"
Journal of Finance, American Finance Association, vol. 52(1), pages 35-55, March.
- Andrei Shleifer & Robert W. Vishny, 1995. "The Limits of Arbitrage," NBER Working Papers 5167, National Bureau of Economic Research, Inc.
- Andrei Shleifer ad Robert W. Vishny, 1995. "The Limits of Arbitrage," Harvard Institute of Economic Research Working Papers 1725, Harvard - Institute of Economic Research.
- Zhang, Yue-Jun & Yao, Ting, 2016. "Interpreting the movement of oil prices: Driven by fundamentals or bubbles?," Economic Modelling, Elsevier, vol. 55(C), pages 226-240.
- Sornette, Didier & Woodard, Ryan & Zhou, Wei-Xing, 2009. "The 2006–2008 oil bubble: Evidence of speculation, and prediction," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(8), pages 1571-1576.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- repec:aen:journl:ej42-5-cifarelli is not listed on IDEAS
- Giulio Cifarelli & Paolo Paesani, 2017.
"On the difficulty of interpreting market behaviour in an uncertain world: the case of oil futures pricing between 2003 and 2016,"
Working Papers - Economics
wp2017_16.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Cifarelli, Giulio & Paesani, Paolo, 2017. "On the difficulty of interpreting market behaviour in an uncertain world: the case of oil futures pricing between 2003 and 2016," MPRA Paper 84009, University Library of Munich, Germany.
- Giulio Cifarelli & Paolo Paesani, 2021. "Navigating the Oil Bubble: A Non-linear Heterogeneous-agent Dynamic Model of Futures Oil Pricing," The Energy Journal, , vol. 42(5), pages 101-122, September.
- Cifarelli, Giulio & Paladino, Giovanna, 2018. "Can the interaction between a single long-term attractor and heterogeneous trading explain exchange rate behaviour? A nonlinear econometric investigation," MPRA Paper 83894, University Library of Munich, Germany.
- Cifarelli, Giulio & Paladino, Giovanna, 2018.
"Can the interaction between a single long-term attractor and heterogeneous trading explain the exchange rate conundrum?,"
Research in International Business and Finance, Elsevier, vol. 46(C), pages 313-323.
- Giulio Cifarelli & Giovanna Paladino, 2017. "Can the interaction between a single long-term attractor and heterogeneous trading explain the exchange rate conundrum?," Working Papers - Economics wp2017_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Giulio Cifarelli, 2023. "Commodity Pricing Volatility Shifts in a Highly Turbulent Time Period. A Time-varying Transition Probability Markov Switching Analysis," Working Papers - Economics wp2023_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Ellen, Saskia ter & Zwinkels, Remco C.J., 2010. "Oil price dynamics: A behavioral finance approach with heterogeneous agents," Energy Economics, Elsevier, vol. 32(6), pages 1427-1434, November.
- Cheng, Fangzheng & Fan, Tijun & Fan, Dandan & Li, Shanling, 2018. "The prediction of oil price turning points with log-periodic power law and multi-population genetic algorithm," Energy Economics, Elsevier, vol. 72(C), pages 341-355.
- Kukacka, Jiri & Barunik, Jozef, 2017.
"Estimation of financial agent-based models with simulated maximum likelihood,"
Journal of Economic Dynamics and Control, Elsevier, vol. 85(C), pages 21-45.
- Kukacka, Jiri & Barunik, Jozef, 2016. "Estimation of financial agent-based models with simulated maximum likelihood," FinMaP-Working Papers 63, Collaborative EU Project FinMaP - Financial Distortions and Macroeconomic Performance: Expectations, Constraints and Interaction of Agents.
- Zhang, Yue-Jun & Yao, Ting, 2016. "Interpreting the movement of oil prices: Driven by fundamentals or bubbles?," Economic Modelling, Elsevier, vol. 55(C), pages 226-240.
- Zhang, Dayong & Wang, Tiantian & Shi, Xunpeng & Liu, Jia, 2018. "Is hub-based pricing a better choice than oil indexation for natural gas? Evidence from a multiple bubble test," Energy Economics, Elsevier, vol. 76(C), pages 495-503.
- ter Ellen, Saskia & Hommes, Cars H. & Zwinkels, Remco C.J., 2021.
"Comparing behavioural heterogeneity across asset classes,"
Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 747-769.
- Saskia ter Ellen & Cars H. Hommes & Remco C.J. Zwinkels, 2017. "Comparing behavioural heterogeneity across asset classes," Working Paper 2017/12, Norges Bank.
- Westerhoff, Frank H. & Dieci, Roberto, 2006.
"The effectiveness of Keynes-Tobin transaction taxes when heterogeneous agents can trade in different markets: A behavioral finance approach,"
Journal of Economic Dynamics and Control, Elsevier, vol. 30(2), pages 293-322, February.
- Frank Westerhoff, 2004. "The effectiveness of Keynes-Tobin transaction taxes when heterogeneous agents can trade in different markets: A behavioral finance approach," Computing in Economics and Finance 2004 14, Society for Computational Economics.
- Cifarelli, Giulio, 2013. "Smooth transition regime shifts and oil price dynamics," Energy Economics, Elsevier, vol. 38(C), pages 160-167.
- Fantazzini, Dean, 2016.
"The oil price crash in 2014/15: Was there a (negative) financial bubble?,"
Energy Policy, Elsevier, vol. 96(C), pages 383-396.
- Fantazzini, Dean, 2016. "The Oil Price Crash in 2014/15: Was There a (Negative) Financial Bubble?," MPRA Paper 72094, University Library of Munich, Germany.
- Saskia ter Ellen & Willem F. C. Verschoor, 2018.
"Heterogeneous Beliefs and Asset Price Dynamics: A Survey of Recent Evidence,"
Dynamic Modeling and Econometrics in Economics and Finance, in: Fredj Jawadi (ed.), Uncertainty, Expectations and Asset Price Dynamics, pages 53-79,
Springer.
- Saskia ter Ellen & Willem F.C. Verschoor, 2017. "Heterogeneous beliefs and asset price dynamics: a survey of recent evidence," Working Paper 2017/22, Norges Bank.
- Dedi, Valentina & Mandilaras, Alex, 2022. "Trader positions and the price of oil in the futures market," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 448-460.
- Sornette, Didier & Woodard, Ryan & Yan, Wanfeng & Zhou, Wei-Xing, 2013. "Clarifications to questions and criticisms on the Johansen–Ledoit–Sornette financial bubble model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(19), pages 4417-4428.
- Frijns, Bart & Lehnert, Thorsten & Zwinkels, Remco C.J., 2010.
"Behavioral heterogeneity in the option market,"
Journal of Economic Dynamics and Control, Elsevier, vol. 34(11), pages 2273-2287, November.
- Thorsten Lehnert & Bart Frijns & Remco Zwinkels, 2009. "Behavioral Heterogeneity in the Option Market," LSF Research Working Paper Series 09-07, Luxembourg School of Finance, University of Luxembourg.
- Bart Frijns & Thorsten Lehnert & Remco C.J. Zwinkels, 2010. "Behavioral heterogeneity in the option market," Post-Print hal-00736742, HAL.
- Cars Hommes & Florian Wagener, 2008.
"Complex Evolutionary Systems in Behavioral Finance,"
Tinbergen Institute Discussion Papers
08-054/1, Tinbergen Institute.
- Hommes, C.H. & Wagener, F.O.O., 2008. "Complex evolutionary systems in behavioral finance," CeNDEF Working Papers 08-05, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Frijns, Bart & Zwinkels, Remco C.J., 2020. "Absence of speculation in the European sovereign debt markets," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 245-265.
More about this item
Keywords
; ; ; ; ; ;JEL classification:
- G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
- G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ENE-2019-01-14 (Energy Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:90470. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/p/pra/mprapa/90470.html