Some searches may not work properly. We apologize for the inconvenience.
My bibliography Save this paperEvaluating the Empirical Performance of Alternative Econometric Models for Oil Price Forecasting
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Scarpa, Elisa & Longo, Chiara & Manera, Matteo & Markandya, Anil, 2007. "Evaluating the Empirical Performance of Alternative Econometric Models for Oil Price Forecasting," International Energy Markets Working Papers 12118, Fondazione Eni Enrico Mattei (FEEM).
References listed on IDEAS
- Gulen, S. Gurcan, 1998. "Efficiency in the crude oil futures market," Journal of Energy Finance & Development, Elsevier, vol. 3(1), pages 13-21.
- Dees, Stephane & Karadeloglou, Pavlos & Kaufmann, Robert K. & Sanchez, Marcelo, 2007.
"Modelling the world oil market: Assessment of a quarterly econometric model,"
Energy Policy, Elsevier, vol. 35(1), pages 178-191, January.
- DEES Stéphane & KARADELOGLOU Pavlos & KAUFMANN Robert & SANCHEZ Marcelo, 2010. "Modelling the World Oil Market: Assessment of a Quarterly Econometric Model," EcoMod2003 330700040, EcoMod.
- Menzie D. Chinn & Michael LeBlanc & Olivier Coibion, 2005. "The Predictive Content of Energy Futures: An Update on Petroleum, Natural Gas, Heating Oil and Gasoline," NBER Working Papers 11033, National Bureau of Economic Research, Inc.
- Apostolos Serletis, 2007.
"Rational Expectations, Risk, and Efficiency in Energy Futures Markets,"
World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 2, pages 15-22,
World Scientific Publishing Co. Pte. Ltd..
- Serletis, Apostolos, 1991. "Rational expectations, risk and efficiency in energy futures markets," Energy Economics, Elsevier, vol. 13(2), pages 111-115, April.
- Robert K. Kaufmann, Stephane Dees, Pavlos Karadeloglou and Marcelo Sanchez, 2004.
"Does OPEC Matter? An Econometric Analysis of Oil Prices,"
The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 67-90.
- Robert K. Kaufmann & Stephane Dees & Pavlos Karadeloglou & Marcelo Sanchez, 2004. "Does OPEC Matter? An Econometric Analysis of Oil Prices," The Energy Journal, , vol. 25(4), pages 67-90, October.
- Kaufmann, Robert K., 1995. "A model of the world oil market for project LINK Integrating economics, geology and politics," Economic Modelling, Elsevier, vol. 12(2), pages 165-178, April.
- Stanislav Radchenko, 2005. "The Long-Run Forecasting of Energy Prices Using the Model of Shifting Trend," Econometrics 0502002, University Library of Munich, Germany.
- Engle, Robert & Granger, Clive, 2015.
"Co-integration and error correction: Representation, estimation, and testing,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
- Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-276, March.
- John R. Moroney & M. Douglas Berg, 1999.
"An Integrated Model of Oil Production,"
The Energy Journal, , vol. 20(1), pages 105-124, January.
- John R. Moroney & M. Douglas Berg, 1999. "An Integrated Model of Oil Production," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 105-124.
- Robert S. Pindyck, 1999.
"The Long-Run Evolutions of Energy Prices,"
The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-27.
- Robert S. Pindyck, 1999. "The Long-Run Evolution of Energy Prices," The Energy Journal, , vol. 20(2), pages 1-27, April.
- Pindyck, Robert S., 1998. "The long-run evolution of energy prices," Working papers WP 4044-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Zeng Tian & Swanson Norman R., 1998.
"Predictive Evaluation of Econometric Forecasting Models in Commodity Futures Markets,"
Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(4), pages 1-21, January.
- Zeng, T. & Swanson, N.R., 1997. "Predictive Evaluation of Econometric Forecasting Models in Commodity Futures Markets," Papers 9-97-4, Pennsylvania State - Department of Economics.
- 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.
- Bopp, Anthony E. & Lady, George M., 1991. "A comparison of petroleum futures versus spot prices as predictors of prices in the future," Energy Economics, Elsevier, vol. 13(4), pages 274-282, October.
- MacKinnon, James G, 1996.
"Numerical Distribution Functions for Unit Root and Cointegration Tests,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
- James G. MacKinnon, 1995. "Numerical Distribution Functions For Unit Root And Cointegration Tests," Working Paper 918, Economics Department, Queen's University.
- James G. MacKinnon, 1990.
"Critical Values for Cointegration Tests,"
Working Paper
1227, Economics Department, Queen's University.
- James G. MacKinnon, 2010. "Critical Values For Cointegration Tests," Working Paper 1227, Economics Department, Queen's University.
- Tom Doan, "undated". "EGTEST: RATS procedure to compute Engle-Granger test for Cointegration," Statistical Software Components RTS00061, Boston College Department of Economics.
- Moosa, Imad A. & Al-Loughani, Nabeel E., 1994. "Unbiasedness and time varying risk premia in the crude oil futures market," Energy Economics, Elsevier, vol. 16(2), pages 99-105, April.
- Green, Steven L & Mork, Knut Anton, 1991. "Toward Efficiency in the Crude-Oil Market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(1), pages 45-66, Jan.-Marc.
- Michael Ye & John Zyren & Joanne Shore, 2002. "Forecasting crude oil spot price using OECD petroleum inventory levels," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 8(4), pages 324-333, November.
- Ye, Michael & Zyren, John & Shore, Joanne, 2005. "A monthly crude oil spot price forecasting model using relative inventories," International Journal of Forecasting, Elsevier, vol. 21(3), pages 491-501.
- Antonio Merino & Álvaro Ortiz, 2005. "Explaining the so‐called “price premium” in oil markets," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 29(2), pages 133-152, June.
- Salah Abosedra, 2005. "Futures versus univariate forecast of crude oil prices," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 29(4), pages 231-241, December.
- Morana, Claudio, 2001. "A semiparametric approach to short-term oil price forecasting," Energy Economics, Elsevier, vol. 23(3), pages 325-338, May.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Zhang, Yue-Jun & Yao, Ting & He, Ling-Yun & Ripple, Ronald, 2019. "Volatility forecasting of crude oil market: Can the regime switching GARCH model beat the single-regime GARCH models?," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 302-317.
- Jammazi, Rania, 2012.
"Oil shock transmission to stock market returns: Wavelet-multivariate Markov switching GARCH approach,"
Energy, Elsevier, vol. 37(1), pages 430-454.
- Rania Jammazi, 2014. "Oil Shock Transmission to Stock Market Returns: Wavelet Multivariate Markov Switching GARCH Approach," Working Papers 2014-197, Department of Research, Ipag Business School.
- Clostermann, Jörg & Keis, Nikolaus & Seitz, Franz, 2010. "Short-term oil models before and during the financial market crisis," Arbeitsberichte – Working Papers 18, Technische Hochschule Ingolstadt (THI).
- Mamatzakis, E. & Koutsomanoli-Filippaki, A., 2014. "Testing the rationality of DOE's energy price forecasts under asymmetric loss preferences," Energy Policy, Elsevier, vol. 68(C), pages 567-575.
- Yue-Jun Zhang & Ting Yao & Ling-Yun He, 2015. "Forecasting crude oil market volatility: can the Regime Switching GARCH model beat the single-regime GARCH models?," Papers 1512.01676, arXiv.org.
- Dale Roberts & Laura Ryan, 2015. "Evidence of speculation in world oil prices," Australian Journal of Management, Australian School of Business, vol. 40(4), pages 630-651, November.
- Claudio Dicembrino & Pasquale Lucio Scandizzo, 2012. "The Fundamental and Speculative Components of the Oil Spot Price: A Real Option Value Approach," CEIS Research Paper 229, Tor Vergata University, CEIS, revised 18 Apr 2012.
- Saporta, Victoria & Trott, Matt & Tudela, Merxe, 2009. "What can be said about the rise and fall in oil prices?," Bank of England Quarterly Bulletin, Bank of England, vol. 49(3), pages 215-225.
- Zhang, Xun & Yu, Lean & Wang, Shouyang & Lai, Kin Keung, 2009. "Estimating the impact of extreme events on crude oil price: An EMD-based event analysis method," Energy Economics, Elsevier, vol. 31(5), pages 768-778, September.
- Sanders, Dwight R. & Manfredo, Mark R. & Boris, Keith, 2009. "Evaluating information in multiple horizon forecasts: The DOE's energy price forecasts," Energy Economics, Elsevier, vol. 31(2), pages 189-196.
- Slabá, Monika & Gapko, Petr & Klimešová, Andrea, 2013. "Main drivers of natural gas prices in the Czech Republic after the market liberalisation," Energy Policy, Elsevier, vol. 52(C), pages 199-212.
- Ekins, Paul & Pollitt, Hector & Barton, Jennifer & Blobel, Daniel, 2011. "The implications for households of environmental tax reform (ETR) in Europe," Ecological Economics, Elsevier, vol. 70(12), pages 2472-2485.
- He, Yanan & Wang, Shouyang & Lai, Kin Keung, 2010. "Global economic activity and crude oil prices: A cointegration analysis," Energy Economics, Elsevier, vol. 32(4), pages 868-876, July.
- Marcos Álvarez-Díaz, 2020. "Is it possible to accurately forecast the evolution of Brent crude oil prices? An answer based on parametric and nonparametric forecasting methods," Empirical Economics, Springer, vol. 59(3), pages 1285-1305, September.
- Ai Han & Yanan He & Yongmiao Hong & Shouyang Wang, 2013. "Forecasting Interval-valued Crude Oil Prices via Autoregressive Conditional Interval Models," Working Papers 2013-10-14, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
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.- Giliola Frey & Matteo Manera & Anil Markandya & Elisa Scarpa, 2009. "Econometric Models for Oil Price Forecasting: A Critical Survey," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 10(1), pages 29-44, April.
- Bastianin, Andrea & Manera, Matteo & Markandya, Anil & Scarpa, Elisa, 2011.
"Oil Price Forecast Evaluation with Flexible Loss Functions,"
Energy: Resources and Markets
120042, Fondazione Eni Enrico Mattei (FEEM).
- Andrea Bastianin & Matteo Manera & Anil Markandya & Elisa Scarpa, 2011. "Oil Price Forecast Evaluation with Flexible Loss Functions," Working Papers 2011.91, Fondazione Eni Enrico Mattei.
- Lang, Korbinian & Auer, Benjamin R., 2020. "The economic and financial properties of crude oil: A review," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
- Claudio Dicembrino & Pasquale Lucio Scandizzo, 2012. "The Fundamental and Speculative Components of the Oil Spot Price: A Real Option Value Approach," CEIS Research Paper 229, Tor Vergata University, CEIS, revised 18 Apr 2012.
- Chen, Shyh-Wei & Lin, Shih-Mo, 2014. "Non-linear dynamics in international resource markets: Evidence from regime switching approach," Research in International Business and Finance, Elsevier, vol. 30(C), pages 233-247.
- Giliola Frey & Matteo Manera & Anil Markandya & Elisa Scarpa, 2009. "Econometric Models for Oil Price Forecasting: A Critical Survey," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 10(01), pages 29-44, April.
- Naser, Hanan, 2016. "Estimating and forecasting the real prices of crude oil: A data rich model using a dynamic model averaging (DMA) approach," Energy Economics, Elsevier, vol. 56(C), pages 75-87.
- Ai Han & Yanan He & Yongmiao Hong & Shouyang Wang, 2013. "Forecasting Interval-valued Crude Oil Prices via Autoregressive Conditional Interval Models," Working Papers 2013-10-14, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
- Jeffrey A Frankel & Andrew K Rose, 2010.
"Determinants of Agricultural and Mineral Commodity Prices,"
RBA Annual Conference Volume (Discontinued), in: Renée Fry & Callum Jones & Christopher Kent (ed.),Inflation in an Era of Relative Price Shocks,
Reserve Bank of Australia.
- Frankel, Jeffrey & Rose, Andrew K., 2010. "Determinants of Agricultural and Mineral Commodity Prices," Working Paper Series rwp10-038, Harvard University, John F. Kennedy School of Government.
- Frankel, Jeffrey A. & Rose, Andrew K., 2010. "Determinants of Agricultural and Mineral Commodity Prices," Scholarly Articles 4450126, Harvard Kennedy School of Government.
- Frankel, Jeffrey A., 2014.
"Effects of speculation and interest rates in a “carry trade” model of commodity prices,"
Journal of International Money and Finance, Elsevier, vol. 42(C), pages 88-112.
- Frankel, Jeffrey A., 2013. "Effects of Speculation and Interest Rates in a "Carry Trade" Model of Commodity Prices," Working Paper Series rwp13-022, Harvard University, John F. Kennedy School of Government.
- Jeffrey A. Frankel, 2013. "Effects of Speculation and Interest Rates in a "Carry Trade" Model of Commodity Prices," NBER Working Papers 19463, National Bureau of Economic Research, Inc.
- Chevillon, Guillaume & Rifflart, Christine, 2009.
"Physical market determinants of the price of crude oil and the market premium,"
Energy Economics, Elsevier, vol. 31(4), pages 537-549, July.
- Chevillon, Guillaume & Rifflart, Christine, 2007. "Physical Market Determinants of the Price of Crude Oil and the Market Premium," ESSEC Working Papers DR 07020, ESSEC Research Center, ESSEC Business School.
- Manuel Frondel and Marco Horvath, 2019.
"The U.S. Fracking Boom: Impact on Oil Prices,"
The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
- Frondel, Manuel & Horvath, Marco, 2019. "The U.S. fracking boom: Impact on oil prices," Ruhr Economic Papers 794, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Clostermann, Jörg & Keis, Nikolaus & Seitz, Franz, 2010. "Short-term oil models before and during the financial market crisis," Arbeitsberichte – Working Papers 18, Technische Hochschule Ingolstadt (THI).
- Salah Abosedra, 2005. "Futures versus univariate forecast of crude oil prices," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 29(4), pages 231-241, December.
- Theodore Syriopoulos & Michael Tsatsaronis & Ioannis Karamanos, 2021. "Support Vector Machine Algorithms: An Application to Ship Price Forecasting," Computational Economics, Springer;Society for Computational Economics, vol. 57(1), pages 55-87, January.
- Charfeddine, Lanouar & Khediri, Karim Ben & Mrabet, Zouhair, 2019. "The forward premium anomaly in the energy futures markets: A time-varying approach," Research in International Business and Finance, Elsevier, vol. 47(C), pages 600-615.
- Menzie D. Chinn & Olivier Coibion, 2014.
"The Predictive Content of Commodity Futures,"
Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 34(7), pages 607-636, July.
- Menzie D. Chinn & Olivier Coibion, 2010. "The Predictive Content of Commodity Futures," NBER Working Papers 15830, National Bureau of Economic Research, Inc.
- Menzie D. Chinn & Olivier Coibion, 2010. "The Predictive Content of Commodity Futures," Working Papers 89, Department of Economics, College of William and Mary.
- He, Yanan & Wang, Shouyang & Lai, Kin Keung, 2010. "Global economic activity and crude oil prices: A cointegration analysis," Energy Economics, Elsevier, vol. 32(4), pages 868-876, July.
- Fan, Ying & Liang, Qiang & Wei, Yi-Ming, 2008. "A generalized pattern matching approach for multi-step prediction of crude oil price," Energy Economics, Elsevier, vol. 30(3), pages 889-904, May.
- Latife Ghalayini, 2017. "Modeling and forecasting spot oil price," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(3), pages 355-373, December.
More about this item
Keywords
Oil Price; WTI Spot And Futures Prices; Forecasting; Econometric Models;All these keywords.
JEL classification:
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
- C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
- Q32 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Exhaustible Resources and Economic Development
- Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2007-02-24 (Econometrics)
- NEP-ENE-2007-02-24 (Energy Economics)
- NEP-ETS-2007-02-24 (Econometric Time Series)
- NEP-FOR-2007-02-24 (Forecasting)
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:fem:femwpa:2007.4. 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: Alberto Prina Cerai (email available below). General contact details of provider: https://edirc.repec.org/data/feemmit.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.