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Explaining the Persistence of Commodity Prices

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Author Info
Serena Ng
Francisco J. Ruge-Murcia

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Abstract

This paper extends the Competitive Storage Model by incorporating prominent features of the production process and financial markets. This extension seems necessary since the basic model does not successfully explain the degree of serial correlation observed in actual data. To generate a high degree of price persistence, the model must incorporate agents that are willing to hold stocks more often than predicted by the basic model, so we include characteristics of the production and trading mechanisms to provide the required incentives. Specifically, we introduce (i) gestation lags in production with heteroskedastic supply shocks, (ii) multiperiod forward contracts, and (iii) a convenience return to inventory holding. Rational expectations solutions for twelve commodities are solved numerically. Simulations are then used to assess the effects of these extensions on the time-series properties of commodity prices. The results indicate that each feature accounts partly for the persistence as well as the occasional spikes observed in actual data. Evidence is also presented that the precautionary demand for stocks might play a substantial role in the dynamics of commodity prices.

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Publisher Info
Article provided by Springer in its journal Computational Economics.

Volume (Year): 16 (2000)
Issue (Month): 1/2 (October)
Pages: 149-171
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Handle: RePEc:kap:compec:v:16:y:2000:i:1/2:p:149-171

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Web page: http://www.springerlink.com/link.asp?id=100248

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Related research
Keywords: commodity prices; persistence; speculative storage;

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References listed on IDEAS
Please 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.:
  1. Pindyck, Robert S, 1993. "The Present Value Model of Rational Commodity Pricing," Economic Journal, Royal Economic Society, vol. 103(418), pages 511-30, May. [Downloadable!] (restricted)
    Other versions:
  2. Angus Deaton & Guy Laroque, 1990. "On The Behavior of Commodity Prices," NBER Working Papers 3439, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  3. Taylor, John B & Uhlig, Harald, 1990. "Solving Nonlinear Stochastic Growth Models: A Comparison of Alternative Solution Methods," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(1), pages 1-17, January.
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  4. Taylor, John B, 1979. "Staggered Wage Setting in a Macro Model," American Economic Review, American Economic Association, vol. 69(2), pages 108-13, May. [Downloadable!] (restricted)
  5. den Haan, Wouter J & Marcet, Albert, 1990. "Solving the Stochastic Growth Model by Parameterizing Expectations," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(1), pages 31-34, January.
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  6. Gibson, Rajna & Schwartz, Eduardo S, 1990. " Stochastic Convenience Yield and the Pricing of Oil Contingent Claims," Journal of Finance, American Finance Association, vol. 45(3), pages 959-76, July. [Downloadable!] (restricted)
  7. Taylor, John B, 1980. "Aggregate Dynamics and Staggered Contracts," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 1-23, February. [Downloadable!] (restricted)
  8. Bryan Routledge & Duane Seppi & Chester Spatt, . "Equilibrium Forward Curves for Commodities," GSIA Working Papers 1997-49, Carnegie Mellon University, Tepper School of Business. [Downloadable!]
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  9. Chambers, Marcus J & Bailey, Roy E, 1996. "A Theory of Commodity Price Fluctuations," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 924-57, October. [Downloadable!] (restricted)
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  10. Newbery, David M G & Stiglitz, Joseph E, 1982. "Optimal Commodity Stock-piling Rules," Oxford Economic Papers, Oxford University Press, vol. 34(3), pages 403-27, November. [Downloadable!] (restricted)
  11. Breeden, Douglas T, 1980. " Consumption Risk in Futures Markets," Journal of Finance, American Finance Association, vol. 35(2), pages 503-20, May. [Downloadable!] (restricted)
  12. Deaton, Angus & Laroque, Guy, 1996. "Competitive Storage and Commodity Price Dynamics," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 896-923, October. [Downloadable!] (restricted)
  13. Lester G. Telser, 1958. "Futures Trading and the Storage of Cotton and Wheat," Journal of Political Economy, University of Chicago Press, vol. 66, pages 233. [Downloadable!] (restricted)
  14. repec:cup:cbooks:9780521326162 is not listed on IDEAS
  15. 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.. [Downloadable!] (restricted)
  16. Scheinkman, Jose A & Schechtman, Jack, 1983. "A Simple Competitive Model with Production and Storage," Review of Economic Studies, Blackwell Publishing, vol. 50(3), pages 427-41, July. [Downloadable!] (restricted)
  17. Schwartz, Eduardo S, 1997. " The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging," Journal of Finance, American Finance Association, vol. 52(3), pages 923-73, July. [Downloadable!] (restricted)
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  1. Luca Pieroni & Matteo Ricciarelli, 2005. "Modelling Dynamic Storage Function in Commodity Markets:Theory and Evidence," Quaderni del Dipartimento di Economia, Finanza e Statistica 11/2005, Università di Perugia, Dipartimento Economia, Finanza e Statistica. [Downloadable!]
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  2. Eyal Dvir & Ken Rogoff, 2009. "The Three Epochs of Oil," Boston College Working Papers in Economics 706, Boston College Department of Economics. [Downloadable!]
  3. Moledina, Amyaz & Roe, Terry L. & Shane, Mathew, 2004. "Measuring Commodity Price Volatility And The Welfare Consequences Of Eliminating Volatility," 2004 Annual meeting, August 1-4, Denver, CO 19963, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  4. Power, Gabriel J. & Turvey, Calum G., 2008. "On Term Structure Models of Commodity Futures Prices and the Kaldor-Working Hypothesis," 2008 Conference, April 21-22, 2008, St. Louis, Missouri 37608, NCCC-134 Conference on Applied Commodity Price Analysis, Forecasting, and Market Risk Management. [Downloadable!]
  5. Eyal Dvir & Kenneth S. Rogoff, 2009. "Three Epochs of Oil," NBER Working Papers 14927, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  6. Loening, Josef L. & Durevall, Dick & Birru, Yohannes A., 2009. "Inflation dynamics and food prices in an agricultural economy : the case of Ethiopia," Policy Research Working Paper Series 4969, The World Bank. [Downloadable!]
    Other versions:
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