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Comparative Performance of Selected Mathematical Programming Models

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  • Arriaza Balmón, Manuel
  • Gomez-Limon, Jose Antonio

Abstract

This study compares the predictive performance of several mathematical programming models. Using the cropping patterns, yields and crop gross margins of eighteen farms over a period of five years we compare the models' optimum solutions with observed crop distributions after the Reform of the EU Common Agricultural Policy of 1992. The results show that the best prediction corresponds to a model that includes expected profit and a qualitative measure of crop riskiness. The results suggest that, in order to obtain reliable predictions, the modelling of farmers' responses to policy changes must consider the risk associated with any given cropping pattern. Finally, we test the ability of the proposed model to reproduce the farmers' observed behaviour with equally good performance under conditions of limited data availability.

Suggested Citation

  • Arriaza Balmón, Manuel & Gomez-Limon, Jose Antonio, 2002. "Comparative Performance of Selected Mathematical Programming Models," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24792, European Association of Agricultural Economists.
    • Handle: RePEc:ags:eaae02:24792
    DOI: 10.22004/ag.econ.24792
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    References listed on IDEAS

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    1. Alfons J. Weersink & Loren W. Tauer, 1989. "Comparative Analysis of Investment Models for New York Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(1), pages 136-146.
    2. Sumpsi, JoseMaria & Amador, Francisco & Romero, Carlos, 1997. "On farmers' objectives: A multi-criteria approach," European Journal of Operational Research, Elsevier, vol. 96(1), pages 64-71, January.
    3. William J. Baumol, 1963. "An Expected Gain-Confidence Limit Criterion for Portfolio Selection," Management Science, INFORMS, vol. 10(1), pages 174-182, October.
    4. Tamiz, Mehrdad & Jones, Dylan & Romero, Carlos, 1998. "Goal programming for decision making: An overview of the current state-of-the-art," European Journal of Operational Research, Elsevier, vol. 111(3), pages 569-581, December.
    5. Atwood, Joseph & Held, Larry J. & Helmers, Glenn A. & Watts, Myles J., 1986. "Performance of Risk-Income Models Outside the Original Data Set," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 18(2), pages 113-124, December.
    6. Josling, Tim, 1994. "The Reformed CAP and the Industrial World," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 21(3-4), pages 513-527.
    7. Ken A. Ingersent & A. J. Rayner, 1999. "Agricultural Policy in Western Europe and the United States," Books, Edward Elgar Publishing, number 239, August.
    8. Douglas Barnett & Brian Blake & Bruce A. McCarl, 1982. "Goal Programming via Multidimensional Scaling Applied to Senegalese Subsistence Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(4), pages 720-727.
    9. Atwood, Joseph A. & Held, Larry J. & Helmers, Glenn A. & Watts, Myles J., 1986. "Performance Of Risk-Income Models Outside The Original Data Set," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 18(2), pages 1-11, December.
    10. H. M. G. Herath & J. Brian Hardaker & Jock R. Anderson, 1982. "Choice of Varieties by Sri Lanka Rice Farmers: Comparing Alternative Decision Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(1), pages 87-93.
    11. George P. Huber, 1974. "Multi-Attribute Utility Models: A Review of Field and Field-Like Studies," Management Science, INFORMS, vol. 20(10), pages 1393-1402, June.
    12. Richard E. Howitt, 1995. "Positive Mathematical Programming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(2), pages 329-342.
    13. Judez, L. & Chaya, C. & Martinez, S. & Gonzalez, A. A., 2001. "Effects of the measures envisaged in "Agenda 2000" on arable crop producers and beef and veal producers: an application of Positive Mathematical Programming to representative farms of a Span," Agricultural Systems, Elsevier, vol. 67(2), pages 121-138, February.
    14. Michele C. Marra & Gerald A. Carlson, 1990. "The Decision to Double Crop: An Application of Expected Utility Theory Using Stein's Theorem," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(2), pages 337-345.
    15. Rehman, T. & Romero, C., 1993. "The application of the MCDM paradigm to the management of agricultural systems: Some basic considerations," Agricultural Systems, Elsevier, vol. 41(3), pages 239-255.
    16. Amador, Francisco & Sumpsi, Jose Maria & Romero, Carlos, 1998. "A Non-interactive Methodology to Assess Farmers' Utility Functions: An Application to Large Farms in Andalusia, Spain," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 25(1), pages 92-109.
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