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Quasi-rational and ex ante price expectations in commodity supply models: an empirical analysis of the US broiler market

Author

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  • Matthew T. Holt

    (Departments of Agricultural and Resource Economics and Economics, Box 8110, North Carolina State University, Raleigh, NC 27695-8110, USA)

  • Andrew M. McKenzie

    (Department of Agricultural Economics and Agribusiness 221 Agriculture Building, University of Arkansas, Fayetteville, AR 72701, USA)

Abstract

A statistically optimal inference about agents' ex ante price expectations within the US broiler market is derived using futures prices of related commodities along with a quasi-rational forecasting regression equation. The modelling approach, which builds on a Hamilton-type framework, includes endogenous production and allows expected cash price to be decomposed into anticipated and unanticipated components. We therefore infer the relative importance of various informational sources in expectation formation. Results show that, in addition to the quasi-rational forecast, the true supply shock, future prices, and ex post commodity price forecast errors have, at times, been influential in broiler producers' price expectations. Copyright © 2003 John Wiley & Sons, Ltd.

Suggested Citation

  • Matthew T. Holt & Andrew M. McKenzie, 2003. "Quasi-rational and ex ante price expectations in commodity supply models: an empirical analysis of the US broiler market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(4), pages 407-426.
    • Handle: RePEc:jae:japmet:v:18:y:2003:i:4:p:407-426
    DOI: 10.1002/jae.694
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    1. Jarvis, Lovell S, 1974. "Cattle as Capital Goods and Ranchers as Portfolio Managers: An Application to the Argentine Cattle Sector," Journal of Political Economy, University of Chicago Press, vol. 82(3), pages 489-520, May/June.
    2. Peter C. B. Phillips & Mico Loretan, 1991. "Estimating Long-run Economic Equilibria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 407-436.
    3. Holt, Matthew T., 2002. "Inverse demand systems and choice of functional form," European Economic Review, Elsevier, vol. 46(1), pages 117-142, January.
    4. Hamilton, James D, 1992. "Was the Deflation during the Great Depression Anticipated? Evidence from the Commodity Futures Market," American Economic Review, American Economic Association, vol. 82(1), pages 157-178, March.
    5. Richard E. Just & Gordon C. Rausser, 1981. "Commodity Price Forecasting with Large-Scale Econometric Models and the Futures Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(2), pages 197-208.
    6. Huntzinger, R. La Var, 1979. "Market analysis with rational expectations : Theory and estimation," Journal of Econometrics, Elsevier, vol. 10(2), pages 127-145, June.
    7. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    8. Baak, Saang Joon, 1999. "Tests for bounded rationality with a linear dynamic model distorted by heterogeneous expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 23(9-10), pages 1517-1543, September.
    9. 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.
    10. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    11. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. Rausser, Gordon C & Carter, Colin, 1983. "Futures Market Efficiency in the Soybean Complex," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 469-478, August.
    17. Bessler, David A. & Brandt, Jon A., 1992. "An analysis of forecasts of livestock prices," Journal of Economic Behavior & Organization, Elsevier, vol. 18(2), pages 249-263, July.
    18. Hamilton, James D., 1996. "This is what happened to the oil price-macroeconomy relationship," Journal of Monetary Economics, Elsevier, vol. 38(2), pages 215-220, October.
    19. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    20. Holt, Matthew T. & Aradhyula, Satheesh V., 1998. "Endogenous risk in rational-expectations commodity models: A multivariate generalized ARCH-M approach," Journal of Empirical Finance, Elsevier, vol. 5(2), pages 99-129, June.
    21. Foster, Kenneth A & Burt, Oscar R, 1992. "A Dynamic Model of Investment in the U.S. Beef-Cattle Industry," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(4), pages 419-426, October.
    22. Chavas, Jean-Paul, 2000. "On information and market dynamics: The case of the U.S. beef market," Journal of Economic Dynamics and Control, Elsevier, vol. 24(5-7), pages 833-853, June.
    23. Hamilton, James D, 1983. "Oil and the Macroeconomy since World War II," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 228-248, April.
    24. 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.
    25. Rosen, Sherwin & Murphy, Kevin M & Scheinkman, Jose A, 1994. "Cattle Cycles," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 468-492, June.
    26. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    27. Godfrey, L. G. & Veall, M. R., 1998. "Bootstrap-based critical values for tests of common factor restrictions," Economics Letters, Elsevier, vol. 59(1), pages 1-5, April.
    28. Mordecai Ezekiel, 1938. "The Cobweb Theorem," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 52(2), pages 255-280.
    29. Nerlove, Marc & Fornari, Ilaria, 1998. "Quasi-rational expectations, an alternative to fully rational expectations: An application to US beef cattle supply," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 129-161.
    30. 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.
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    2. Haile, Mekbib G. & Wossen, Tesfamicheal & Kalkuhl, Matthias, 2019. "Access to information, price expectations and welfare: The role of mobile phone adoption in Ethiopia," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 82-92.
    3. Ratti, Ronald A. & Vespignani, Joaquin L., 2015. "Commodity prices and BRIC and G3 liquidity: A SFAVEC approach," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 18-33.
    4. Lenka Rumánková & T. Maier & J. Mach & L. Čechura & Z. Křístková & M. Malý & Z. Malá & P. Hálová, 2012. "Simulations at Czech poultry market," Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, Mendel University Press, vol. 60(4), pages 327-334.
    5. Haile, Mekbib G & Kalkuhl, Matthias & Usman, Muhammed A, 2015. "Market information and smallholder farmer price expectations," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 10(4), pages 1-15, December.
    6. Anthony N. Rezitis & Konstantinos S. Stavropoulos, 2010. "Supply response and price volatility in the Greek broiler market," Agribusiness, John Wiley & Sons, Ltd., vol. 26(1), pages 25-48.

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