Abstract
This paper presents a short-term monthly forecasting model of West Texas Intermediate crude oil spot price using OECD petroleum inventory levels. Theoretically, petroleum inventory levels are a measure of the balance, or imbalance, between petroleum production and demand, and thus provide a good market barometer of crude oil price change. Based on an understanding of petroleum market fundamentals and observed market behavior during the post-Gulf War period, the model was developed with the objectives of being both simple and practical, with required data readily available. As a result, the model is useful to industry and government decision-makers in forecasting price and investigating the impacts of changes on price, should inventories, production, imports, or demand change.
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References
Blinder, A.; Maccini, L. J. “Taking Stock: A Critical Assessment of Recent Research on Inventories,”Journal of Economic Perspectives, 5, Winter 1991.
Brennan, M. J. “The Supply of Storage,”American Economic Review, 47, 1958.
--.; Williams, D. J.; and Wright, B. “Convenience Yield without the Convenience: A Spatial Temporal Interpretation of Storage Under Backwardation,”The Economic Journal, 107, July 1997.
Chambers, M. J.; Bailey, R. E. “A Theory of Commodity Price Fluctuations,”Journal of Political Economy, 104, 5, 1996.
Considine, T. J. “Inventory Under Joint Production: An Empirical Analysis of Petroleum Refining,”Review of Economics and Statistics, 79, 3, 1997.
Considine, T. J.; Larson, D. F. “Risk Premiums on Inventory Assets: The Case of Crude Oil and Natural Gas,”Journal of Futures Markets, 21, 3, 2001.
Dale, Charles; Zyren, John. “Petroleum Futures Markets: Volatile Prices, Controversial Functions, Stagnant Volumes,” Chapter 6, inPetroleum 1996: Issues and Trends, DOE/EIA-0615, Washington, D. C., September 1997.
Deaton, A.; Laroque, Guy. “On the Behavior of Commodity Prices,”Review of Economic Studies, 59, 1992.
--. “Competitive Storage and Commodity Price Dynamics,”Journal of Political Economy, 104, 5, 1996.
Eichenbaum, M. S. “Some Empirical Evidence on the Production Level and Production Cost Smoothing Models of Inventory Investment,”American Economic Review, 79, 4, September 1989.
Enders, Walter.Applied Econometric Time Series, John Wiley & Sons, Inc., 1995.
Gustafson, R. L. “Carryover Levels for Grains: A Method for Determining Amounts that are Optimal under Specified Conditions,”USDA Technical Bulletin 1178, 1958.
Horsnell, Paul; Mabro, Robert.Oil Markets and Prices-The Brent Market and the Formation of World Oil Prices, Oxford University Press, 1993.
Hull, John C.Options, Futures, and Other Derivatives, Fourth edition, Prentice Hall Inc., 2000.
Kaldor, N. “Speculation and Economic Stability,”Review of Economic Studies, 7, 1939.
Mabro, Robert. “OPEC and the Price of Oil,”Energy Journal, 13, 2, 1992.
Maccini, M. J.; Rossana, R. “Joint Production, Quasi-Fixed Factors of Production, and Investment in Finished Goods Inventory,”Journal of Money, Credit, and Banking, 16, 1984.
Miranda, M. J.; Glauber, J. W. “Estimation of Dynamic Nonlinear Rational Expectations Models of Primary Commodity Markets with Private and Government Stockholding,”Review of Economics and Statistics, 75, 1993.
Pindyck, R. S. “Inventories and the Short-Run Dynamics of Commodity Prices,”Rand Journal of Economics, 25, 1, Spring 1994.
--. “The Dynamics of Commodity Spot and Futures Markets: A Primer,”The Energy Journal, 22, 3, 2001.
Ramey, V. A. “Inventories as Factors of Production and Economic Fluctuations,”American Economic Review, 79, 3, June 1989.
Razavi, Hossein; Fesharaki, Fereidun.Fundamentals of Petroleum Trading, Praeger, 1991.
Telser, L. G. “Futures Trading and the Storage of Cotton and Wheat,”Journal of Political Economy, 66, 1958.
Thurman, W. N. “Speculative Carryover: An Empirical Examination of the U.S. Refined Copper Market,”RAND Journal of Economics, Autumn 1988.
Williams, J. C.; Wright, B. D.Storage and Commodity Markets, Cambridge: Cambridge University Press, 1991.
Wilmott, Paul.Derivatives: The Theory and Practice of Financial Engineering, John Wiley & Sons, 1998.
Working, H. “Theory of Inverse Carrying Charge in Futures Markets,”Journal of Farming Economics, 30, 1934.
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This work is partially sponsored by the Office of Strategic Petroleum Reserve, Department of Energy, USA, and was presented at the International Atlantic Economic Conference, Athens, Greece, March 2001.
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Ye, M., Zyren, J. & Shore, J. Forecasting crude oil spot price using OECD petroleum inventory levels. International Advances in Economic Research 8, 324–333 (2002). https://doi.org/10.1007/BF02295507
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DOI: https://doi.org/10.1007/BF02295507
Keywords
- Price Change
- Petroleum Production
- Market Behavior
- Forecast Price
- Demand Change