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Estimation of moments and production decisions under uncertainty

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  • Elie Appelbaum

    (Department of Economics, York University)

  • Aman Ullah

Abstract

The purpose of this paper is to examine production decisions under output price uncertainty. Using a nonparametric estimation technique to estimate the first four moments of the unknown price distribution and applying duality, we provide a simple empirical framework for the analysis of supply and demand decisions under price uncertainty. The model is used to examine the importance of higher moments in the firm's production decisions and to investigate underlying attitudes toward risk.

Suggested Citation

  • Elie Appelbaum & Aman Ullah, 1996. "Estimation of moments and production decisions under uncertainty," Working Papers 1996_9, York University, Department of Economics.
    • Handle: RePEc:yca:wpaper:1996_9
    as

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    File URL: http://www.jstor.org/stable/10.2307/2951415
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    References listed on IDEAS

    as
    1. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643, October.
    2. Subal C. Kumbhakar, 2002. "Risk preference and productivity measurement under output price uncertainty," Empirical Economics, Springer, vol. 27(3), pages 461-472.
    3. #Name#, 2003. "Hedging Output Price and Cost Uncertainty," Discussion Paper Series, School of Economics and Finance 200305, School of Economics and Finance, University of St Andrews.
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    5. Mark Coppejans & Donna Gilleskie & Holger Sieg & Koleman Strumpf, 2007. "Consumer Demand under Price Uncertainty: Empirical Evidence from the Market for Cigarettes," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 510-521, August.
    6. Alghalith, Moawia, 2008. "Recent applications of theory of the firm under uncertainty," European Journal of Operational Research, Elsevier, vol. 186(2), pages 443-450, April.
    7. Alghalith, Moawia, 2006. "Risk preferences under price uncertainties and production risk: A note," Economic Modelling, Elsevier, vol. 23(3), pages 387-390, May.
    8. Cherchye, Laurens & Van Puyenbroeck, Tom, 2007. "Profit efficiency analysis under limited information with an application to German farm types," Omega, Elsevier, vol. 35(3), pages 335-349, June.
    9. Elie Appelbaum & Parantap Basu, 2010. "A new methodology for studying the equity premium," Annals of Operations Research, Springer, vol. 176(1), pages 109-126, April.
    10. Cherchye, Laurens & Kuosmanen, Timo & Post, Thierry, 2002. "Non-parametric production analysis in non-competitive environments," International Journal of Production Economics, Elsevier, vol. 80(3), pages 279-294, December.
    11. Moawia Alghalith, 2007. "Estimation and econometric tests under price and output uncertainties," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 23(6), pages 531-536, November.
    12. Cherchye, L. & Post, G.T., 2001. "Methodological Advances in Dea," ERIM Report Series Research in Management ERS-2001-53-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    13. Elie Appelbaum & Alan D. Woodland, 2010. "The Effects of Foreign Price Uncertainty on Australian Production and Trade," The Economic Record, The Economic Society of Australia, vol. 86(273), pages 162-177, June.
    14. Paolo Sckokai & Daniele Moro, 2006. "Modeling the Reforms of the Common Agricultural Policy for Arable Crops under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 43-56.
    15. Vollenweider, Xavier & Di Falco, Salvatore & O’Donoghue, Cathal, 2011. "Risk preferences and voluntary agri-environmental schemes: does risk aversion explain the uptake of the Rural Environment Protection Scheme?," LSE Research Online Documents on Economics 37585, London School of Economics and Political Science, LSE Library.
    16. Alghalith, Moawia, 2008. "The manufacturing base under energy price uncertainty," Energy Economics, Elsevier, vol. 30(4), pages 1951-1956, July.
    17. Paolo Sckokai & Jesús Antón, 2005. "The Degree of Decoupling of Area Payments for Arable Crops in the European Union," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1220-1228.
    18. Stéphane Blancard & Jean-Philippe Boussemart & David Crainich & Hervé Leleu, 2008. "How can allocative inefficiency reveal risk preference? An empirical investigation on French wheat farms," Working Papers 2008-ECO-02, IESEG School of Management.
    19. Hilmer, Christiana E. & Holt, Matthew T., 2000. "A Comparison Of Resampling Techniques When Parameters Are On A Boundary: The Bootstrap, Subsample Bootstrap, And Subsample Jackknife," 2000 Annual meeting, July 30-August 2, Tampa, FL 21810, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. Subal Kumbhakar & Efthymios Tsionas, 2010. "Estimation of production risk and risk preference function: a nonparametric approach," Annals of Operations Research, Springer, vol. 176(1), pages 369-378, April.
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    22. Appelbaum, Elie, 2006. "A framework for empirical applications of production theory without expected utility," Journal of Economics and Business, Elsevier, vol. 58(4), pages 290-302.
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