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Determinants of Agricultural and Mineral Commodity Prices

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  • Frankel, Jeffrey

    (Harvard University)

  • Rose, Andrew K.

    (University of California, Berkeley)

Abstract

Prices of most agricultural and mineral commodities rose strongly in the past decade, peaking sharply in 2008. Popular explanations included strong global growth (especially from China and India), easy monetary policy (as reflected in low real interest rates or expected inflation), a speculative bubble (resulting from bandwagon expectations) and risk (possibly resulting from geopolitical uncertainties). Motivated in part by this episode, this paper presents a theory that allows a role for macroeconomic determinants of real commodity prices, along the lines of the "overshooting" model: the resulting model includes global GDP and the real interest rate as macroeconomic factors. Our model also includes microeconomic determinants; we include inventory levels, measures of uncertainty, and the spot-forward spread. We estimate the equation in a variety of different ways, for eleven individual commodities. Although two macroeconomic fundamentals--global output and inflation--both have positive effects on real commodity prices, the fundamentals that seem to have the most consistent and strongest effects are microeconomic variables: volatility, inventories, and the spot-forward spread. There is also some evidence of a bandwagon effect.

Suggested Citation

  • 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.
    • Handle: RePEc:ecl:harjfk:rwp10-038
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    1. Ye, Michael & Zyren, John & Shore, Joanne, 2006. "Forecasting short-run crude oil price using high- and low-inventory variables," Energy Policy, Elsevier, vol. 34(17), pages 2736-2743, November.
    2. 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.
    3. Fortenbery, T. Randall & Cropp, Robert A. & Zapata, Hector O., 1997. "Analysis of Expected Price Dynamics Between Fluid Milk Futures Contracts and Cash Prices for Fluid Milk," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 15(2), pages 1-20.
    4. Gary B. Gorton & Fumio Hayashi & K. Geert Rouwenhorst, 2013. "The Fundamentals of Commodity Futures Returns," Review of Finance, European Finance Association, vol. 17(1), pages 35-105.
    5. 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.
    6. Robert W. Kolb, 1992. "Is normal backwardation normal?," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 12(1), pages 75-91, February.
    7. Carmen M. Reinhart & Peter Wickham, 1994. "Commodity Prices: Cyclical Weakness or Secular Decline?," IMF Staff Papers, Palgrave Macmillan, vol. 41(2), pages 175-213, June.
    8. Jian Yang & David A. Bessler & David J. Leatham, 2001. "Asset storability and price discovery in commodity futures markets: A new look," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 21(3), pages 279-300, March.
    9. Kenneth A. Froot & Jeffrey A. Frankel, 1989. "Forward Discount Bias: Is it an Exchange Risk Premium?," The Quarterly Journal of Economics, Oxford University Press, vol. 104(1), pages 139-161.
    10. Frankel, Jeffrey A & Hardouvelis, Gikas A, 1985. "Commodity Prices, Money Surprises and Fed Credibility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(4), pages 425-438, November.
    11. Jeffrey A. Frankel, 1995. "Financial Markets and Monetary Policy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061740, September.
    12. 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.
    13. A. Protopapadakis, Aris & R. Stoll, Hans, 1986. "The Law of One Price in international commodity markets: A reformulation and some formal tests," Journal of International Money and Finance, Elsevier, vol. 5(3), pages 335-360, September.
    14. Jeffrey A. Frankel, 1984. "Commodity Prices and Money: Lessons from International Finance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(5), pages 560-566.
    15. Protopapadakis, Aris & Stoll, Hans R, 1983. "Spot and Futures Prices and the Law of One Price," Journal of Finance, American Finance Association, vol. 38(5), pages 1431-1455, December.
    16. Jeffrey A. Frankel, 1986. "Expectations and Commodity Price Dynamics: The Overshooting Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 344-348.
    17. Sergey V. Chernenko, 2004. "The information content of forward and futures prices: market expectations and the price of risk," International Finance Discussion Papers 808, Board of Governors of the Federal Reserve System (U.S.).
    18. Carter, Colin A., 1999. "Commodity futures markets: a survey," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 43(2), pages 1-39, June.
    19. 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.
    20. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    21. Fama, Eugene F & French, Kenneth R, 1987. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums,and the Theory of Storage," The Journal of Business, University of Chicago Press, vol. 60(1), pages 55-73, January.
    22. Brenner, Robin J. & Kroner, Kenneth F., 1995. "Arbitrage, Cointegration, and Testing the Unbiasedness Hypothesis in Financial Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(1), pages 23-42, March.
    23. Morana, Claudio, 2001. "A semiparametric approach to short-term oil price forecasting," Energy Economics, Elsevier, vol. 23(3), pages 325-338, May.
    24. Cuddington, John T & Urzua, Carlos M, 1989. "Trends and Cycles in the Net Barter Terms of Trade: A New Approach," Economic Journal, Royal Economic Society, vol. 99(396), pages 426-442, June.
    25. 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.
    26. Robert B. Barsky & Lutz Kilian, 2002. "Do We Really Know that Oil Caused the Great Stagflation? A Monetary Alternative," NBER Chapters, in: NBER Macroeconomics Annual 2001, Volume 16, pages 137-198, National Bureau of Economic Research, Inc.
    27. Geetesh Bhardwaj & Gary Gorton & K. Rouwenhorst, 2008. "Fooling Some of the People All of the Time: The Inefficient Performance and Persistence of Commodity Trading Advisors," Yale School of Management Working Papers amz2429, Yale School of Management.
    28. Hazuka, Thomas B, 1984. "Consumption Betas and Backwardation in Commodity Markets," Journal of Finance, American Finance Association, vol. 39(3), pages 647-655, July.
    29. Dusak, Katherine, 1973. "Futures Trading and Investor Returns: An Investigation of Commodity Market Risk Premiums," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1387-1406, Nov.-Dec..
    30. Balabanoff, Stefan, 1995. "Oil futures prices and stock management A cointegration analysis," Energy Economics, Elsevier, vol. 17(3), pages 205-210, July.
    31. Phillips, Llad & Pippenger, John, 2005. "Some Pitfalls in Testing the Law of One Price in Commodity Markets," University of California at Santa Barbara, Economics Working Paper Series qt92b16177, Department of Economics, UC Santa Barbara.
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    More about this item

    JEL classification:

    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • Q39 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Nonrenewable Resources and Conservation - - - Other

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