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A Review Of Alternative Expectations Regimes In Commodity Markets: Specification, Estimation, And Hypothesis Testing Using Structural Models

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  • Burton, Diana M.
  • Love, H. Alan

Abstract

Price expectations play a critical role in commodity markets where producers must make input decisions well before output is realized. This paper brings together alternative expectations regimes, their estimation, and hypothesis tests for use in structural commodity models to determine their use by commodity producers. Extrapolative mechanisms and rational expectations are considered under risk neutrality and risk aversion. The assumptions implicit in the use of aggregate data in these models are made explicit. Structural models using individual survey data are discussed. While Muth's rational expectations hypothesis has found widespread acceptance in the macroeconomic literature, empirical results from industry studies indicate that commodity producers may have heterogeneous price expectations, with no single expectations hypothesis dominating. This is not surprising given that different producers possess different information and have different costs associated with information collection and processing.

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  • Burton, Diana M. & Love, H. Alan, 1996. "A Review Of Alternative Expectations Regimes In Commodity Markets: Specification, Estimation, And Hypothesis Testing Using Structural Models," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(2), pages 1-19, October.
  • Handle: RePEc:ags:arerjl:31417
    DOI: 10.22004/ag.econ.31417
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    1. Lovell, Michael C, 1986. "Tests of the Rational Expectations Hypothesis," American Economic Review, American Economic Association, vol. 76(1), pages 110-124, March.
    2. 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.
    3. Holt, Matthew T., 1989. "Bounded price variation models with rational expectations and price risk," Economics Letters, Elsevier, vol. 31(4), pages 313-317, December.
    4. 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.
    5. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    6. 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.
    7. 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.
    8. Davidson, Russell & MacKinnon, James G, 1981. "Several Tests for Model Specification in the Presence of Alternative Hypotheses," Econometrica, Econometric Society, vol. 49(3), pages 781-793, May.
    9. 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.
    10. M. R. Wickens, 1982. "The Efficient Estimation of Econometric Models with Rational Expectations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(1), pages 55-67.
    11. McCallum, Bennett T, 1976. "Rational Expectations and the Natural Rate Hypothesis: Some Consistent Estimates," Econometrica, Econometric Society, vol. 44(1), pages 43-52, January.
    12. Frankel, Jeffrey A & Froot, Kenneth A, 1987. "Using Survey Data to Test Standard Propositions Regarding Exchange Rate Expectations," American Economic Review, American Economic Association, vol. 77(1), pages 133-153, March.
    13. Abebayehu Tegene & Wallace E. Huffman & John A. Miranowski, 1988. "Dynamic Corn Supply Functions: A Model with Explicit Optimization," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(1), pages 103-111.
    14. Shonkwiler, John Scott & Hinckley, Suzanne, 1985. "A Generalized Supply Response/Factor Demand Model And Its Application To The Feeder Cattle Market," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 10(2), pages 1-9, December.
    15. Seale, James L., Jr. & Shonkwiler, John Scott, 1987. "Rationality, Price Risk, And Response," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 19(1), pages 1-8, July.
    16. Goodfriend, Marvin, 1992. "Information-Aggregation Bias," American Economic Review, American Economic Association, vol. 82(3), pages 508-519, June.
    17. 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.
    18. Howard E. Doran, 1988. "Specification Tests for the Partial Adjustment and Adaptive Expectations Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(3), pages 713-723.
    19. Rulon D. Pope, 1978. "The Expected Utility Hypothesis and Demand-Supply Restrictions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 60(4), pages 619-627.
    20. 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.
    21. Wegge, Leon L. & Feldman, Mark, 1983. "Identifiability criteria for Muth-rational expectations models," Journal of Econometrics, Elsevier, vol. 21(2), pages 245-254, February.
    22. Huntzinger, R. La Var, 1979. "Market analysis with rational expectations : Theory and estimation," Journal of Econometrics, Elsevier, vol. 10(2), pages 127-145, June.
    23. Friedman, Benjamin M, 1978. "Stability and Rationality in Models of Hyperinflation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(1), pages 45-64, February.
    24. Grossman, Sanford J & Stiglitz, Joseph E, 1976. "Information and Competitive Price Systems," American Economic Review, American Economic Association, vol. 66(2), pages 246-253, May.
    25. James S. Eales & Brian K. Engel & Robert J. Hauser & Sarahelen R. Thompson, 1990. "Grain Price Expectations of Illinois Farmers and Grain Merchandisers," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(3), pages 701-708.
    26. Wallis, Kenneth F, 1980. "Econometric Implications of the Rational Expectations Hypothesis," Econometrica, Econometric Society, vol. 48(1), pages 49-73, January.
    27. Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
    28. Maddala, G S & Rao, A S, 1971. "Maximum Likelihood Estimation of Solow's and Jorgenson's Distributed Lag Models," The Review of Economics and Statistics, MIT Press, vol. 53(1), pages 80-88, February.
    29. Orazem, Peter & Miranowski, John, 1986. "An Indirect Test for the Specification of Expectation Regimes," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 603-609, November.
    30. Mullineaux, Donald J, 1978. "On Testing for Rationality: Another Look at the Livingston Price Expectations Data," Journal of Political Economy, University of Chicago Press, vol. 86(2), pages 329-336, April.
    31. Arrow, Kenneth J, 1978. "The Future and the Present in Economic Life," Economic Inquiry, Western Economic Association International, vol. 16(2), pages 157-169, April.
    32. 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.
    33. Matthew T. Holt, 1992. "A Multimarket Bounded Price Variation Model under Rational Expectations: Corn and Soybeans in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(1), pages 10-20.
    34. 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.
    35. David A. Bessler, 1980. "Aggregated Personalistic Beliefs on Yields of Selected Crops Estimated Using ARIMA Processes," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(4), pages 666-674.
    36. Evans, George W & Ramey, Garey, 1992. "Expectation Calculation and Macroeconomic Dynamics," American Economic Review, American Economic Association, vol. 82(1), pages 207-224, March.
    37. Antonovitz, Frances & Roe, Terry, 1986. "A Theoretical and Empirical Approach to the Value of Information in Risky Markets," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 105-114, February.
    38. 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.
    39. Pollak, Robert A. & Wales, Terence J., 1991. "The likelihood dominance criterion : A new approach to model selection," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 227-242, February.
    40. Feige, Edgar L & Pearce, Douglas K, 1976. "Economically Rational Expectations: Are Innovations in the Rate of Inflation Independent of Innovations in Measures of Monetary and Fiscal Policy?," Journal of Political Economy, University of Chicago Press, vol. 84(3), pages 499-522, June.
    41. Hoffman, Dennis L, 1987. "Two-Step Generalized Least Squares Estimators in Multi-equation," The Review of Economics and Statistics, MIT Press, vol. 69(2), pages 336-346, May.
    42. Taylor, John B, 1979. "Estimation and Control of a Macroeconomic Model with Rational Expectations," Econometrica, Econometric Society, vol. 47(5), pages 1267-1286, September.
    43. Pesando, James E, 1975. "A Note on the Rationality of the Livingston Price Expectations," Journal of Political Economy, University of Chicago Press, vol. 83(4), pages 849-858, August.
    44. Askari, Hossein & Cummings, John Thomas, 1977. "Estimating Agricultural Supply Response with the Nerlove Model: A Survey," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 257-292, June.
    45. Gauger, Jean, 1989. "The generated regressor correction: Impacts upon inferences in hypothesis testing," Journal of Macroeconomics, Elsevier, vol. 11(3), pages 383-395.
    46. Pagan, Adrian & Ullah, Aman, 1988. "The Econometric Analysis of Models with Risk Terms," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(2), pages 87-105, April.
    47. Sandmo, Agnar, 1971. "On the Theory of the Competitive Firm under Price Uncertainty," American Economic Review, American Economic Association, vol. 61(1), pages 65-73, March.
    48. Pierce, David A., 1975. "Forecasting in dynamic models with stochastic regressors," Journal of Econometrics, Elsevier, vol. 3(4), pages 349-374, November.
    49. Keane, Michael P & Runkle, David E, 1990. "Testing the Rationality of Price Forecasts: New Evidence from Panel Data," American Economic Review, American Economic Association, vol. 80(4), pages 714-735, September.
    50. McElroy, Marjorie B, 1987. "Additive General Error Models for Production, Cost, and Derived Demand or Share Systems," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 737-757, August.
    51. John Schroeter & Azzeddine Azzam, 1991. "Marketing Margins, Market Power, and Price Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(4), pages 990-999.
    52. Sargent, Thomas J, 1982. "Beyond Demand and Supply Curves in Macroeconomics," American Economic Review, American Economic Association, vol. 72(2), pages 382-389, May.
    53. Hoffman, Dennis L. & Schmidt, Peter, 1981. "Testing the restrictions implied by the rational expectations hypothesis," Journal of Econometrics, Elsevier, vol. 15(2), pages 265-287, February.
    54. Friedman, Benjamin M., 1980. "Survey evidence on the `rationality' of interest rate expectations," Journal of Monetary Economics, Elsevier, vol. 6(4), pages 453-465, October.
    55. 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.
    56. Holt, Matthew & Aradhyula, Satheesh V., 1990. "Price Risk in Supply Equations: An Application of Garch Time-Series Models to the U.S. Broiler Market," Staff General Research Papers Archive 276, Iowa State University, Department of Economics.
    57. Nerlove, Marc & Grether, David M. & Carvalho, José L., 1979. "Analysis of Economic Time Series," Elsevier Monographs, Elsevier, edition 1, number 9780125157506 edited by Shell, Karl.
    58. Fischer, Andreas M, 1989. "Unit Roots and Survey Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 51(4), pages 451-463, November.
    59. Mizon, Grayham E & Richard, Jean-Francois, 1986. "The Encompassing Principle and Its Application to Testing Non-nested Hypotheses," Econometrica, Econometric Society, vol. 54(3), pages 657-678, May.
    60. David E. A. Giles & Barry A. Goss & Olive P. L. Chin, 1985. "Intertemporal Allocation in the Corn and Soybean Markets with Rational Expectations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(4), pages 749-760.
    61. Phil L. Colling & Scott H. Irwin & Carl R. Zulauf, 1992. "Weak- and Strong-Form Rationality Tests of Market Analysts' Expectations of USDA Hogs and Pigs Reports," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(2), pages 263-270.
    62. Jeffrey A. Frankel & Kenneth A. Froot, 1985. "Using Survey Data to Test Some Standard Propositions Regarding Exchange Rate Expectations," NBER Working Papers 1672, National Bureau of Economic Research, Inc.
    63. Pagan, Adrian, 1984. "Econometric Issues in the Analysis of Regressions with Generated Regressors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(1), pages 221-247, February.
    64. Shideed, Kamil H. & White, Fred C., 1989. "Alternative Forms Of Price Expectations In Supply Analysis For U.S. Corn And Soybean Acreages," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 14(2), pages 1-12, December.
    65. 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.
    66. Jacobs, Rodney L & Jones, Robert A, 1980. "Price Expectations in the United States: 1947-75," American Economic Review, American Economic Association, vol. 70(3), pages 269-277, June.
    67. Abel, Andrew B. & Mishkin, Frederic S., 1983. "An integrated view of tests of rationality, market efficiency and the short-run neutrality of monetary policy," Journal of Monetary Economics, Elsevier, vol. 11(1), pages 3-24.
    68. Chavas, Jean-Paul & Pope, Rulon D. & Kao, Robert S., 1983. "An Analysis Of The Role Of Futures Prices, Cash Prices And Government Programs In Acreage Response," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 8(1), pages 1-7, July.
    69. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
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