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A dynamic model of the U.S. cotton market with rational expectations

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  • Tsai, Grace Yueh-Hsiang

Abstract

This study presents a dynamic rational expectations model for the U.S. cotton market. The dynamic decision rules are derived from the cotton farmer and miller optimization problems; and the equilibrium movements of prices, production, land allocation, and mill consumption are solved analytically. The dynamic element in the cotton farmer and miller problems come from the cost functions. In the cotton cost function a sequential adjustment cost is used while a quadratic cost function is used in the cotton yarns cost function. These optimal decision rules are derived as functions of past values of these decision variables, expectations of future product prices, and other exogenous variables. Assuming rational expectations and knowing the orders of the Markov-processes for the relevant state variables and the disturbances, closed-form regression equations representing decision rules and stochastic processes are obtained. Then, the VAR approach and Granger-causality test are used to obtain information which help to forecast the relevant state variables at the first stage of estimation. With the specific assumption on the errors, a dynamic mill demand for cotton is estimated by using the method of nonlinear least squares and tested by using the likelihood ratio. The empirical results provide some support for the specific model. Furthermore, the empirical model provides a framework for policy evaluation.

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  • Tsai, Grace Yueh-Hsiang, 1989. "A dynamic model of the U.S. cotton market with rational expectations," ISU General Staff Papers 1989010108000012168, Iowa State University, Department of Economics.
  • Handle: RePEc:isu:genstf:1989010108000012168
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    1. Sargent, Thomas J, 1981. "Interpreting Economic Time Series," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 213-248, April.
    2. Dale W. Jorgenson & Jean-Jacques Laffont, 1974. "Efficient Estimation of Nonlinear Simultaneous Equations with Additive Disturbances," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 615-640, National Bureau of Economic Research, Inc.
    3. Hosoya, Yuzo, 1977. "On the Granger Condition for Non-Causality," Econometrica, Econometric Society, vol. 45(7), pages 1735-1736, October.
    4. Hansen, Lars Peter & Sargent, Thomas J., 1982. "Instrumental variables procedures for estimating linear rational expectations models," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 263-296.
    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. Hayashi, Fumio & Sims, Christopher A, 1983. "Nearly Efficient Estimation of Time Series Models with Predetermined, but Not Exogenous, Instruments," Econometrica, Econometric Society, vol. 51(3), pages 783-798, May.
    9. Zvi Eckstein, 1985. "The Dynamics of Agriculture Supply: A Reconsideration," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(2), pages 204-214.
    10. Sargent, Thomas J, 1979. "Causality, Exogeneity, and Natural Rate Models: Reply to C. R. Nelson and B. T. McCallum," Journal of Political Economy, University of Chicago Press, vol. 87(2), pages 403-409, April.
    11. James Tobin, 1955. "A Dynamic Aggregative Model," Journal of Political Economy, University of Chicago Press, vol. 63(2), pages 103-103.
    12. Wallis, Kenneth F, 1980. "Econometric Implications of the Rational Expectations Hypothesis," Econometrica, Econometric Society, vol. 48(1), pages 49-73, January.
    13. Gallant, A. Ronald & Jorgenson, Dale W., 1979. "Statistical inference for a system of simultaneous, non-linear, implicit equations in the context of instrumental variable estimation," Journal of Econometrics, Elsevier, vol. 11(2-3), pages 275-302.
    14. Antonovitz, Frances & Green, Richard, 1987. "Discriminating Among Fed Beef Expectations Models Using Non-Nested Testing Procedures," Working Papers 225806, University of California, Davis, Department of Agricultural and Resource Economics.
    15. 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.
    16. McCallum, Bennett T, 1976. "Rational Expectations and the Estimation of Econometric Models: AnAlternative Procedure," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 17(2), pages 484-490, June.
    17. Pierce, David A. & Haugh, Larry D., 1977. "Causality in temporal systems : Characterization and a survey," Journal of Econometrics, Elsevier, vol. 5(3), pages 265-293, May.
    18. Larry D. Haugh & David A. Pierce, 1977. "Causality in temporal systems: characterizations and a survey," Special Studies Papers 87, Board of Governors of the Federal Reserve System (U.S.).
    19. Chamberlain, Gary, 1982. "The General Equivalence of Granger and Sims Causality," Econometrica, Econometric Society, vol. 50(3), pages 569-581, May.
    20. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    21. Taylor, John B, 1979. "Estimation and Control of a Macroeconomic Model with Rational Expectations," Econometrica, Econometric Society, vol. 47(5), pages 1267-1286, September.
    22. Peter G. Helmberger & Robert D. Weaver & Kathleen T. Haygood, 1982. "Rational Expectations and Competitive Pricing and Storage," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(2), pages 266-270.
    23. Kantor, Brian, 1979. "Rational Expectations and Economic Thought," Journal of Economic Literature, American Economic Association, vol. 17(4), pages 1422-1441, December.
    24. Mishkin, Frederic S, 1979. "Simulation Methodology in Macroeconomics: An Innovation Technique," Journal of Political Economy, University of Chicago Press, vol. 87(4), pages 816-836, August.
    25. Amemiya, Takeshi, 1974. "The nonlinear two-stage least-squares estimator," Journal of Econometrics, Elsevier, vol. 2(2), pages 105-110, July.
    26. Ramon E. Lopez, 1984. "Estimating Substitution and Expansion Effects Using a Profit Function Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 358-367.
    27. Blanchard, Olivier Jean & Kahn, Charles M, 1980. "The Solution of Linear Difference Models under Rational Expectations," Econometrica, Econometric Society, vol. 48(5), pages 1305-1311, July.
    28. Sheffrin,Steven M., 1996. "Rational Expectations," Cambridge Books, Cambridge University Press, number 9780521479394.
    29. Revankar, Nagesh S, 1980. "Testing of the Rational Expectations Hypothesis," Econometrica, Econometric Society, vol. 48(6), pages 1347-1363, September.
    30. J. P. Houck & M. E. Ryan, 1972. "Supply Analysis for Corn in the United States: The Impact of Changing Government Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 54(2), pages 184-191.
    31. 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.
    32. Robert N. Collender & David Zilberman, 1985. "Land Allocation under Uncertainty for Alternative Specifications of Return Distributions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(4), pages 779-786.
    33. Feldstein, Martin S, 1970. "Inflation, Specification Bias, and the Impact of Interest Rates," Journal of Political Economy, University of Chicago Press, vol. 78(6), pages 1325-1339, Nov.-Dec..
    34. Mordecai Ezekiel, 1938. "The Cobweb Theorem," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 52(2), pages 255-280.
    35. Cooley, Thomas F. & Leroy, Stephen F., 1985. "Atheoretical macroeconometrics: A critique," Journal of Monetary Economics, Elsevier, vol. 16(3), pages 283-308, November.
    36. Sargent, Thomas J, 1984. "Autoregressions, Expectations, and Advice," American Economic Review, American Economic Association, vol. 74(2), pages 408-415, May.
    37. G. E. Brandow, 1958. "A Note on the Nerlove Estimate of Supply Elasticity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 40(3), pages 719-722.
    38. Kennan, John, 1979. "The Estimation of Partial Adjustment Models with Rational Expectations," Econometrica, Econometric Society, vol. 47(6), pages 1441-1455, November.
    39. Langley, Suchada Vichitakul, 1982. "The formation of price expectations: a case study of the soybean market," ISU General Staff Papers 198201010800009358, Iowa State University, Department of Economics.
    40. Houck, James P. & Ryan, Mary E., 1972. "Supply Analysis For Corn In The United States: The Impact Of Changing Government Programs," Staff Papers 13554, University of Minnesota, Department of Applied Economics.
    41. Shiller, Robert J., 1978. "Rational expectations and the dynamic structure of macroeconomic models : A critical review," Journal of Monetary Economics, Elsevier, vol. 4(1), pages 1-44, January.
    42. Pesaran, M. H., 1981. "Identification of rational expectations models," Journal of Econometrics, Elsevier, vol. 16(3), pages 375-398, August.
    43. Sargent, Thomas J, 1978. "Rational Expectations, Econometric Exogeneity, and Consumption," Journal of Political Economy, University of Chicago Press, vol. 86(4), pages 673-700, August.
    44. Marc Nerlove, 1958. "Adaptive Expectations and Cobweb Phenomena," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 72(2), pages 227-240.
    45. Nelson, Charles R, 1975. "Rational Expectations and the Estimation of Econometric Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 16(3), pages 555-561, October.
    46. 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.
    47. Tenny N. Lam & R. F. F. Dawson, 1972. "Books of Interest," Transportation Science, INFORMS, vol. 6(2), pages 214-216, May.
    48. Brian S. Fisher, 1982. "Rational Expectations in Agricultural Economics Research and Policy Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(2), pages 260-265.
    49. David R. Lee & Peter G. Helmberger, 1985. "Estimating Supply Response in the Presence of Farm Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(2), pages 193-203.
    50. Nelson, Charles R, 1975. "Rational Expectations and the Predictive Efficiency of Economic Models," The Journal of Business, University of Chicago Press, vol. 48(3), pages 331-343, July.
    51. 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.
    52. Sargent, Thomas J, 1978. "Estimation of Dynamic Labor Demand Schedules under Rational Expectations," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 1009-1044, December.
    53. 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.
    54. Florens, J P & Mouchart, M, 1982. "A Note on Noncausality," Econometrica, Econometric Society, vol. 50(3), pages 583-591, May.
    55. 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.
    56. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    57. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
    58. Robert D. Weaver, 1983. "Multiple Input, Multiple Output Production Choices and Technology in the U.S. Wheat Region," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(1), pages 45-56.
    59. 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.
    60. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    61. Fumio Hayashi, 1980. "Estimation of Macroeconometric Models Under Rational Expectations: A Survey," Discussion Papers 444, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    62. Friedman, Benjamin M., 1979. "Optimal expectations and the extreme information assumptions of `rational expectations' macromodels," Journal of Monetary Economics, Elsevier, vol. 5(1), pages 23-41, January.
    63. Christopher A. Sims, 1982. "Policy Analysis with Econometric Models," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 13(1), pages 107-164.
    64. Amemiya, Takeshi, 1977. "The Maximum Likelihood and the Nonlinear Three-Stage Least Squares Estimator in the General Nonlinear Simultaneous Equation Model," Econometrica, Econometric Society, vol. 45(4), pages 955-968, May.
    65. G. Edward Schuh, 1974. "The Exchange Rate and U. S. Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(1), pages 1-13.
    66. Dallas S. Batten & Michael T. Belongia, 1986. "Monetary Policy, Real Exchange Rates, and U.S. Agricultural Exports," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(2), pages 422-427.
    67. Ryan, Timothy J., 1977. "Supply Response To Risk: The Case Of U.S. Pinto Beans," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 2, pages 1-10, December.
    68. C. Richard Shumway, 1983. "Supply, Demand, and Technology in a Multiproduct Industry: Texas Field Crops," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 65(4), pages 748-760.
    69. Taylor, John B, 1975. "Monetary Policy during a Transition to Rational Expectations," Journal of Political Economy, University of Chicago Press, vol. 83(5), pages 1009-1021, October.
    70. Hansen, Lars Peter & Singleton, Kenneth J, 1982. "Generalized Instrumental Variables Estimation of Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 50(5), pages 1269-1286, September.
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