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Estimation of Dynamic Nonlinear Rational Expectations Models for Primary Commodity Markets with Private and Government Stockholding

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  • Miranda, Mario J.
  • Glauber, Joseph W.

Abstract

Stochastic-dynamic programming and disequilibrium econometric methods are combined to obtain maximum likelihood estimates of a dynamic nonlinear rational expectations model of a market for a storable primary commodity. The structural model captures the essential processes governing the dynamics of primary commodity markets including: the nontrivial role of private stockholding, the disequilibrium effects of government intervention, and the impact of expectations and risk on private supply and stockholding decisions.

Suggested Citation

  • Miranda, Mario J. & Glauber, Joseph W., 1991. "Estimation of Dynamic Nonlinear Rational Expectations Models for Primary Commodity Markets with Private and Government Stockholding," 1991 Annual Meeting, August 4-7, Manhattan, Kansas 271242, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea91:271242
    DOI: 10.22004/ag.econ.271242
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    1. Satheesh V. Aradhyula & Matthew T. Holt, 1989. "Risk Behavior and Rational Expectations in the U.S. Broiler Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(4), pages 892-902.
    2. Holt, Matthew T., 1989. "Bounded price variation models with rational expectations and price risk," Economics Letters, Elsevier, vol. 31(4), pages 313-317, December.
    3. B. Wade Brorsen & Jean-Paul Chavas & Warren R. Grant, 1987. "A Market Equilibrium Analysis of the Impact of Risk on the U.S. Rice Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(4), pages 733-739.
    4. Bruce L. Gardner, 1976. "Futures Prices in Supply Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(1), pages 81-84.
    5. Richard E. Just, 1974. "An Investigation of the Importance of Risk in Farmers' Decisions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(1), pages 14-25.
    6. Fair, Ray C & Taylor, John B, 1983. "Solution and Maximum Likelihood Estimation of Dynamic Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 51(4), pages 1169-1185, July.
    7. Fair, Ray C & Shiller, Robert J, 1990. "Comparing Information in Forecasts from Econometric Models," American Economic Review, American Economic Association, vol. 80(3), pages 375-389, June.
    8. Marc Nerlove, 1979. "The Dynamics of Supply: Retrospect and Prospect," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 61(5), pages 874-888.
    9. Goodwin, Thomas H & Sheffrin, Steven M, 1982. "Testing the Rational Expectations Hypothesis in an Agricultural Market," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 658-667, November.
    10. J. Scott Shonkwiler & Robert D. Emerson, 1982. "Imports and the Supply of Winter Tomatoes: An Application of Rational Expectations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(4), pages 634-641.
    11. Wallis, Kenneth F, 1980. "Econometric Implications of the Rational Expectations Hypothesis," Econometrica, Econometric Society, vol. 48(1), pages 49-73, January.
    12. Wright, Brian D & Williams, Jeffrey C, 1982. "The Economic Role of Commodity Storage," Economic Journal, Royal Economic Society, vol. 92(367), pages 596-614, September.
    13. Hansen, Lars Peter & Sargent, Thomas J., 1980. "Formulating and estimating dynamic linear rational expectations models," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 7-46, May.
    14. Frances Antonovitz & Richard Green, 1990. "Alternative Estimates of Fed Beef Supply Response to Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(2), pages 475-487.
    15. Nerlove, Marc, 1972. "Lags in Economic Behavior," Econometrica, Econometric Society, vol. 40(2), pages 221-251, March.
    16. Eckstein, Zvi, 1984. "A Rational Expectations Model of Agricultural Supply," Journal of Political Economy, University of Chicago Press, vol. 92(1), pages 1-19, February.
    17. Nicholas Kaldor, 1939. "Speculation and Economic Stability," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 7(1), pages 1-27.
    18. Holt, Matthew T & Johnson, Stanley R, 1989. "Bounded Price Variation and Rational Expectations in an Endogenous Switching Model of the U.S. Corn Market," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 605-613, November.
    19. Gustafson, Robert L., 1958. "Carryover levels for grains: A method for determining amounts that are optimal under specified conditions," Technical Bulletins 157231, United States Department of Agriculture, Economic Research Service.
    20. Mark Lowry & Joseph Glauber & Mario Miranda & Peter Helmberger, 1987. "Pricing and Storage of Field Crops: A Quarterly Model Applied to Soybeans," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(4), pages 740-749.
    21. Jean-Paul Chavas & Matthew T. Holt, 1990. "Acreage Decisions Under Risk: The Case of Corn and Soybeans," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(3), pages 529-538.
    22. Winters,L. Alan & Sapsford,David (ed.), 1990. "Primary Commodity Prices," Cambridge Books, Cambridge University Press, number 9780521385503.
    23. Brunner, Karl & Meltzer, Allan H., 1976. "The Phillips curve," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 1-18, January.
    24. Frances Antonovitz & Terry Roe, 1984. "The Value of a Rational Expectations Forecast in a Risky Market: A Theoretical and Empirical Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(5), pages 717-723.
    25. Paul L. Fackler & Robert P. King, 1990. "Calibration of Option-Based Probability Assessments in Agricultural Commodity Markets," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(1), pages 73-83.
    26. Shonkwiler, J S & Maddala, G S, 1985. "Modeling Expectations of Bounded Prices: An Application to the Market for Corn," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 697-702, November.
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    Cited by:

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    2. Brockhaus, Jan & Kalkuhl, Matthias, 2015. "Grain emergency reserve cooperation – A theoretical analysis of benefits from a common emergency reserve," 2015 Conference, August 9-14, 2015, Milan, Italy 212767, International Association of Agricultural Economists.
    3. Wang, Dabin & Tomek, William G., 2005. "Characterizing Distributions of Class III Milk Prices: Implications for Risk Management," 2005 Annual meeting, July 24-27, Providence, RI 19322, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    4. Peterson, Hikaru Hanawa & Tomek, William G., 2000. "Commodity Price Behavior: A Rational Expectations Storage Model of Corn," Working Papers 127682, Cornell University, Department of Applied Economics and Management.
    5. Zhou, Wei & Babcock, Bruce A., 2014. "Endogenous Price in a Dynamic Model for Agricultural Supply Analysis," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170584, Agricultural and Applied Economics Association.
    6. Makki, Shiva S. & Tweeten, Luther G. & Miranda, Mario J., 2001. "Storage-trade interactions under uncertainty: Implications for food security," Journal of Policy Modeling, Elsevier, vol. 23(2), pages 127-140, February.
    7. 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.
    8. Tokovenko, Oleksiy & Gunter, Lewell F., 2008. "Quarterly Storage Model of U.S. Cotton Market: Estimation of the Basis under Rational Expectations," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6435, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    9. Carter, Colin A. & Revoredo-Giha, Cesar, 2000. "The Interaction of Working and Speculative Commodity Stocks," 2000 Annual meeting, July 30-August 2, Tampa, FL 21820, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    10. Christophe Gouel, 2012. "Agricultural Price Instability: A Survey Of Competing Explanations And Remedies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 129-156, February.
    11. 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.
    12. Cesar Revoredo, 2000. "On The Solution Of The Dynamic Rational Expectations Commodity Storage Model In The Presence Of Stockholding By Speculators And Processors," Computing in Economics and Finance 2000 42, Society for Computational Economics.
    13. Hikaru Hanawa Peterson & William G. Tomek, 2005. "How much of commodity price behavior can a rational expectations storage model explain?," Agricultural Economics, International Association of Agricultural Economists, vol. 33(3), pages 289-303, November.
    14. Simola, Antti & Perrels, Adriaan & Honkatukia, Juha, 2011. "Extreme weather events in Finland – a dynamic CGE-analysis of economic effects," Conference papers 332099, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    15. Kleppe, Tore Selland & Oglend, Atle, 2017. "Estimating the competitive storage model: A simulated likelihood approach," Econometrics and Statistics, Elsevier, vol. 4(C), pages 39-56.
    16. Atle Oglend & Vesa-Heikki Soini, 2020. "Equilibrium Working Curves with Heterogeneous Agents," Computational Economics, Springer;Society for Computational Economics, vol. 56(2), pages 355-372, August.
    17. Brockhaus, Jan & Kalkuhl, Matthias & Kozicka, Marta, 2016. "What Drives India’s Rice Stocks? Empirical Evidence," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235659, Agricultural and Applied Economics Association.
    18. Wang, Dabin & Tomek, William G., 2005. "Characterizing Distributions of Class III Milk Prices: Implications for Risk Management," Working Papers 127085, Cornell University, Department of Applied Economics and Management.
    19. Vorotnikova, Ekaterina, 2016. "Optimal Storage Capacity Allocation in Grain Merchandizing," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230128, Southern Agricultural Economics Association.
    20. Miranda, Mario J. & Rui, Xiongwen, 1997. "Maximum likelihood estimation of the nonlinear rational expectations asset pricing model," Journal of Economic Dynamics and Control, Elsevier, vol. 21(8-9), pages 1493-1510, June.
    21. Berg, Ernst, 2017. "Impacts of Inventory Management on Price Volatility in Agricultural Commodity Markets: Insights from a System Dynamics Model," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261281, European Association of Agricultural Economists.
    22. Chaudhry, Muhammad Imran & Katchova, Ani & Miranda, Mario Javier, 2016. "Examining pricing mechanics in the poultry value chain - empirical evidence from Pakistan," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235953, Agricultural and Applied Economics Association.
    23. Zhou, Wei, 2015. "Three essays on modeling biofuel feedstock supply," ISU General Staff Papers 201501010800005728, Iowa State University, Department of Economics.

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