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Stochastic Efficiency Analysis Using Multiple Utility Functions

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  • Schumann, Keith D.
  • Richardson, James W.
  • Lien, Gudbrand D.
  • Hardaker, J. Brian

Abstract

Evaluating the risk of a particular decision depends on the risk aversion of the decision maker related to the underlying utility function. The objective of this paper is to use stochastic efficiency with respect to a function (SERF) to compare the ranking of risky alternatives using alternative utility functional forms.

Suggested Citation

  • Schumann, Keith D. & Richardson, James W. & Lien, Gudbrand D. & Hardaker, J. Brian, 2004. "Stochastic Efficiency Analysis Using Multiple Utility Functions," 2004 Annual meeting, August 1-4, Denver, CO 19957, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea04:19957
    DOI: 10.22004/ag.econ.19957
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    References listed on IDEAS

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    1. J. Brian Hardaker & James W. Richardson & Gudbrand Lien & Keith D. Schumann, 2004. "Stochastic efficiency analysis with risk aversion bounds: a simplified approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(2), pages 253-270, June.
    2. McCarl, Bruce A. & Bessler, David A., 1989. "Estimating An Upper Bound On The Pratt Risk A Version Coefficient When The Utility Function Is Unknown," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 33(1), pages 1-8, April.
    3. Meyer, Jack, 1977. "Choice among distributions," Journal of Economic Theory, Elsevier, vol. 14(2), pages 326-336, April.
    4. Matthew Rabin, 2000. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Econometrica, Econometric Society, vol. 68(5), pages 1281-1292, September.
    5. Anderson, Jock R. & Dillon, John L. & Hardaker, Brian, 1977. "Agricultural Decision Analysis," Monographs: Applied Economics, AgEcon Search, number 288652, November.
    6. Anderson, Jock R. & Feder, Gershon, 2007. "Agricultural Extension," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 3, chapter 44, pages 2343-2378, Elsevier.
    7. Atanu Saha, 1993. "Expo-Power Utility: A ‘Flexible’ Form for Absolute and Relative Risk Aversion," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(4), pages 905-913.
    8. G. Hanoch & H. Levy, 1969. "The Efficiency Analysis of Choices Involving Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(3), pages 335-346.
    9. Robert P. King & Lindon J. Robison, 1981. "An Interval Approach to Measuring Decision Maker Preferences," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(3), pages 510-520.
    10. Hadar, Josef & Russell, William R, 1969. "Rules for Ordering Uncertain Prospects," American Economic Review, American Economic Association, vol. 59(1), pages 25-34, March.
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    Cited by:

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    2. Adusumilli, Naveen & Wang, Hua & Dodla, Syam & Deliberto, Michael, 2020. "Estimating risk premiums for adopting no-till and cover crops management practices in soybean production system using stochastic efficiency approach," Agricultural Systems, Elsevier, vol. 178(C).
    3. Yangxuan Liu & Michael R. Langemeier & Ian M. Small & Laura Joseph & William E. Fry & Jean B. Ristaino & Amanda Saville & Benjamin M. Gramig & Paul V. Preckel, 2018. "A Risk Analysis of Precision Agriculture Technology to Manage Tomato Late Blight," Sustainability, MDPI, vol. 10(9), pages 1-19, August.
    4. Williams, Jeffery R. & Pachta, Matthew J. & Claassen, Mark & Roozeboom, Kraig & Llewelyn, Richard, 2011. "Wheat Stubble To Burn or Not to Burn: An Economic Analysis," Western Economics Forum, Western Agricultural Economics Association, vol. 10(1), pages 1-11.
    5. Williams, Jeffery R. & Pachta, Matthew J. & Roozeboom, Kraig L. & Llewelyn, Richard V. & Claassen, Mark M. & Bergtold, Jason S., 2012. "Risk Analysis of Tillage and Crop Rotation Alternatives with Winter Wheat," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 44(4), pages 561-576, November.
    6. Fan, Yubing & Himanshu, Sushil K. & Ale, Srinivasulu & DeLaune, Paul B. & Zhang, Tian & Park, Seong C. & Colaizzi, Paul D. & Evett, Steven R. & Baumhardt, R. Louis, 2022. "The synergy between water conservation and economic profitability of adopting alternative irrigation systems for cotton production in the Texas High Plains," Agricultural Water Management, Elsevier, vol. 262(C).
    7. Williams, Jeffery R. & Llewelyn, Richard V. & Pendell, Dustin L. & Schlegel, Alan J. & Troy, Dumler, 2009. "A Risk Analysis of Converting CRP Acres to a Wheat-Sorghum-Fallow Rotation," 2009 Annual Meeting, January 31-February 3, 2009, Atlanta, Georgia 45985, Southern Agricultural Economics Association.
    8. Williams, Jeffery R. & Saffert, Andrew T. & Barnaby, Glenn Arthur, Jr. & Llewelyn, Richard V. & Langemeier, Michael R., 2014. "A Risk Analysis of Adjusted Gross Revenue-Lite on Beef Farms," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 46(2), pages 1-18, May.
    9. Schenk, Joep & Hellegers, Petra & van Asseldonk, Marcel & Davidson, Brian, 2014. "How do farmers react to varying water allocations? An assessment of how the attitude to risk affects farm incomes," Agricultural Water Management, Elsevier, vol. 136(C), pages 52-58.

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