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Beef Supply Response Under Uncertainty: An Autoregressive Distributed Lag Model

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  • Mbaga, Msafiri Daudi
  • Coyle, Barry T.

Abstract

This is the first econometric study of dynamic beef supply response to incorporate risk aversion or, more specifically, price variance. Autoregressive distributed lag (ADL) models are estimated for cow-calf and feedlot operations using aggregate data for Alberta. In all cases, output price variance has a negative impact on output supply and investment. Moreover, the impacts of expected price on supply response are greater in magnitude and significance than in risk-neutral models.

Suggested Citation

  • Mbaga, Msafiri Daudi & Coyle, Barry T., 2003. "Beef Supply Response Under Uncertainty: An Autoregressive Distributed Lag Model," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 28(3), pages 1-21, December.
  • Handle: RePEc:ags:jlaare:31068
    DOI: 10.22004/ag.econ.31068
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    1. Hendry, David F. & Pagan, Adrian R. & Sargan, J.Denis, 1984. "Dynamic specification," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 18, pages 1023-1100, Elsevier.
    2. David A. Hennessy, 1998. "The Production Effects of Agricultural Income Support Policies under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 46-57.
    3. 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.
    4. Francis X. Diebold & Lee E. Ohanian & Jeremy Berkowitz, 1998. "Dynamic Equilibrium Economies: A Framework for Comparing Models and Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 433-451.
    5. 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.
    6. Salmon, Mark, 1982. "Error Correction Mechanisms," Economic Research Papers 269151, University of Warwick - Department of Economics.
    7. Salmon, Mark H, 1982. "Error Correction Mechanisms," Economic Journal, Royal Economic Society, vol. 92(367), pages 615-629, September.
    8. Holt, Matthew T. & Moschini, GianCarlo, 1992. "Alternative Measures Of Risk In Commodity Supply Models: An Analysis Of Sow Farrowing Decisions In The United States," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 17(1), pages 1-12, July.
    9. Pope, Rulon D., 1988. "A new parametric test for the structure of risk preferences," Economics Letters, Elsevier, vol. 27(2), pages 117-121.
    10. 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.
    11. Beach, Charles M & MacKinnon, James G, 1978. "A Maximum Likelihood Procedure for Regression with Autocorrelated Errors," Econometrica, Econometric Society, vol. 46(1), pages 51-58, January.
    12. Randal R. Rucker & Oscar R. Burt & Jeffrey T. LaFrance, 1984. "An Econometric Model of Cattle Inventories," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(2), pages 131-144.
    13. 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.
    14. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    15. Barry T. Coyle, 1999. "Risk Aversion and Yield Uncertainty in Duality Models of Production: A Mean-Variance Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(3), pages 553-567.
    16. 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.
    17. Sherwin Rosen, 1987. "Dynamic Animal Economics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(3), pages 547-557.
    18. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    19. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    20. J. D. Sargan, 1980. "The Consumer Price Equation in the Post War British Economy: An Exercise in Equation Specification Testing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 113-135.
    21. 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.
    22. William Lin, 1977. "Measuring Aggregate Supply Response under Instability," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 59(5), pages 903-907.
    23. 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.
    24. Nickell, Stephen, 1985. "Error Correction, Partial Adjustment and All That: An Expository Note," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 47(2), pages 119-129, May.
    25. Barry T. Coyle, 1992. "Risk Aversion and Price Risk in Duality Models of Production: A Linear Mean-Variance Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 74(4), pages 849-859.
    26. Holt, Matthew T., 1994. "Price-Band Stabilization Programs And Risk: An Application To The U.S. Corn Market," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(2), pages 1-16, December.
    27. Larry Martin & Philip Garcia, 1981. "The Price-Forecasting Performance of Futures Markets for Live Cattle and Hogs: A Disaggregated Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(2), pages 209-215.
    28. John P. Brennan, 1982. "The Representation Of Risk In Econometric Models Of Supply: Some Observations," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 26(2), pages 151-156, August.
    29. Camilo Sarmiento & P. Geoffrey Allen, 2000. "Estimating Intertemporal Supply Response in the Fed Beef Market: Comment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 630-634.
    30. John D. Schmitz, 1997. "Dynamics of Beef Cow Herd Size: An Inventory Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 532-542.
    31. 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.
    32. Lin, William, 1977. "Measuring Aggregate Supply Response Under Instability," 1977 AAEA-WAEA Joint Meeting, July 31-August 3, San Diego, California 283678, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    33. Surendra N. Kulshreshtha, 1976. "An Analysis of the Canadian Cattle Supply Using Polynomial Distributed Lags," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 24(2), pages 1-14, July.
    34. Brian L. Buhr & Hanho Kim, 1997. "Dynamic Adjustment in Vertically Linked Markets: The Case of the U.S. Beef Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 126-138.
    35. Yair Mundlak & He Huang, 1996. "International Comparisons of Cattle Cycles," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(4), pages 855-868.
    36. Betancourt, Roger & Kelejian, Harry, 1981. "Lagged Endogenous Variables and the Cochrane-Orcutt Procedure," Econometrica, Econometric Society, vol. 49(4), pages 1073-1078, June.
    37. 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.
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    2. Amina Al Naabi & Shekar Bose, 2020. "Do Regulatory Measures Necessarily Affect Oman’s Seafood Export-Supply?," SAGE Open, , vol. 10(3), pages 21582440209, August.
    3. Coyle, Barry T. & Wei, Ran & Rude, James, 2008. "Dynamic Econometric Models of Manitoba Crop Production and Hypothetical Production Impacts for CAIS," Working Papers 46630, Canadian Agricultural Trade Policy Research Network.
    4. Bahareh Mosadegh Sedghy & Rémy Lambert & Lota Dabio Tamini, 2016. "Supply response of corn farmers in Quebec: Analyzing the impact of prices volatility?," Cahiers de recherche CREATE 2016-1, CREATE.

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