IDEAS home Printed from https://ideas.repec.org/a/ags/sojoae/30005.html
   My bibliography  Save this article

Generalized Stochastic Dominance: An Empirical Examination

Author

Listed:
  • McCarl, Bruce A.

Abstract

Use of generalized stochastic dominance (GSD) requires one to place lower and upper bounds on the risk aversion coefficient. This study showed that breakeven risk aversion coefficients found assuming the exponential utility function delineate the places where GSD preferences switch between prospects. However, between these break points, multiple, overlapping GSD intervals can be found. Consequently, when one does not have risk aversion coefficient information, discovery of breakeven coefficients instead of GSD use is recommended. The investigation also showed GSD results are insensitive to wealth and data scaling but are sensitive to rounding.

Suggested Citation

  • McCarl, Bruce A., 1990. "Generalized Stochastic Dominance: An Empirical Examination," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 22(1), pages 1-7, December.
  • Handle: RePEc:ags:sojoae:30005
    DOI: 10.22004/ag.econ.30005
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/30005/files/22020049.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.30005?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. McCarl, Bruce A., 1988. "Preference Among Risky Prospects Under Constant Risk Aversion," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 20(2), pages 25-34, December.
    2. Richard M. Klemme, 1985. "A Stochastic Dominance Comparison of Reduced Tillage Systems in Corn and Soybean Production under Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(3), pages 550-556.
    3. Goh, Siew & Shih, Chao-Chyuan & Cochran, Mark J. & Raskin, Rob, 1989. "A Generalized Stochastic Dominance Program For The Ibm Pc," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 21(2), pages 1-8, December.
    4. Randall A. Kramer & Rulon D. Pope, 1981. "Participation in Farm Commodity Programs: A Stochastic Dominance Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 63(1), pages 119-128.
    5. John S. Hammond, III, 1974. "Simplifying the Choice between Uncertain Prospects Where Preference is Nonlinear," Management Science, INFORMS, vol. 20(7), pages 1047-1072, March.
    6. H. Dennis Tolley & Rulon D. Pope, 1988. "Testing for Stochastic Dominance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(3), pages 693-700.
    7. Goh, Siew & Shih, Chao-Chyuan & Cochran, Mark J. & Raskin, Rob, 1989. "A Generalized Stochastic Dominance Program for the IBM PC," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 21(2), pages 175-182, December.
    8. Abdulla B. Danok & Bruce A. McCarl & T. Kelley White, 1980. "Machinery Selection Modeling: Incorporation of Weather Variability," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(4), pages 700-708.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Maynard, Leigh J. & Harper, Jayson K. & Hoffman, Lynn D., 1997. "Impact Of Risk Preferences On Crop Rotation Choice," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 26(1), pages 1-9, April.
    2. Anissa Chaibi & Maria-Lenuta Ciupac-Ulici & Mircea-Cristian Gherman, 2014. "Do Recent Stochastic Tools Help to Better Understand Investors Preference and Asset Allocation?," Working Papers 2014-130, Department of Research, Ipag Business School.
    3. McCarl, Bruce A., 1988. "Preference Among Risky Prospects Under Constant Risk Aversion," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 20(2), pages 1-10, December.
    4. Brent A. Gloy & Timothy G. Baker, 2002. "The Importance of Financial Leverage and Risk Aversion in Risk-Management Strategy Selection," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1130-1143.
    5. Scott Johnson, C. & Foster, Kenneth A., 1994. "Risk Preferences and Contracting In the U.S. Hog Industry," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 26(2), pages 393-405, December.
    6. John W. Ritchie & G. Yahya Abawi & Sunil C. Dutta & Trevor R. Harris & Michael Bange, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 65-93, March.
    7. 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.
    8. Hardaker, J. Brian & Lien, Gudbrand D., 2003. "Stochastic Efficiency Analysis With Risk Aversion Bounds: A Simplified Approach," Working Papers 12954, University of New England, School of Economics.
    9. Scott, J. Fiona & Farquharson, Robert J., 2002. "Finding a win-win situation for salinity on the Liverpool Plains," 2002 Conference (46th), February 13-15, 2002, Canberra, Australia 125162, Australian Agricultural and Resource Economics Society.
    10. Dias, Weeratilake & Helmers, Glenn A. & Eghball, Bahman, 1999. "Economic And Environmental Risk Efficiency Analysis Of Land Application Of Cattle Feedlot Manure: Generalized Stochastic Dominance Analysis," 1999 Annual Meeting, July 11-14, 1999, Fargo, ND 35715, Western Agricultural Economics Association.
    11. Larson, James A. & Roberts, Roland K. & Tyler, Donald D. & Duck, Bob N. & Slinsky, Stephen P., 1998. "Nitrogen-Fixing Winter Cover Crops And Production Risk: A Case Study For No-Tillage Corn," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 30(1), pages 1-12, July.
    12. Giesler, G. Grant & Paxton, Kenneth W. & Millhollon, E.P., 1993. "A Gsd Estimation Of The Relative Worth Of Cover Crops In Cotton Production Systems," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-10, July.
    13. Upadhyay, Bharat Mani & Smith, Elwin G. & Clayton, George & Harker, Neil, 2004. "Risk Efficiency Of Alternate Canola Management Decisions," Annual Meeting, 2004, June 20-23, Halifax, Nova Scotia 34193, Canadian Agricultural Economics Society.
    14. Mullen, John D., 2001. "An Economic Persective On Land Degradation Issues," Research Reports 27999, New South Wales Department of Primary Industries Research Economists.
    15. Ritchie, John W. & Abawi, G. Yahya & Dutta, Sunil C. & Harris, Trevor R. & Bange, Michael, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 1-29.
    16. Maxwell, Brett J. & Wilson, William W. & Dahl, Bruce L., 2004. "Marketing Mechanisms In Gm Grains And Oilseeds," Agribusiness & Applied Economics Report 23639, North Dakota State University, Department of Agribusiness and Applied Economics.
    17. Rodriguez, Hector German & Popp, Jennie & Gbur, Edward & Chaubey, Indrajeet, 2011. "Environmental and economic impacts of reducing total phosphorous runoff in an agricultural watershed," Agricultural Systems, Elsevier, vol. 104(8), pages 623-633, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bruce A. McCarl & David A. Bessler, 1989. "Estimating An Upper Bound On The Pratt Risk A Version Coefficient When The Utility Function Is Unknown," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 33(1), pages 56-63, April.
    2. Giesler, G. Grant & Paxton, Kenneth W. & Millhollon, E.P., 1993. "A Gsd Estimation Of The Relative Worth Of Cover Crops In Cotton Production Systems," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-10, July.
    3. McCarl, Bruce A., 1988. "Preference Among Risky Prospects Under Constant Risk Aversion," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 20(2), pages 25-34, December.
    4. Scott Johnson, C. & Foster, Kenneth A., 1994. "Risk Preferences and Contracting In the U.S. Hog Industry," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 26(2), pages 393-405, December.
    5. Ritchie, John W. & Abawi, G. Yahya & Dutta, Sunil C. & Harris, Trevor R. & Bange, Michael, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 1-29.
    6. John W. Ritchie & G. Yahya Abawi & Sunil C. Dutta & Trevor R. Harris & Michael Bange, 2004. "Risk management strategies using seasonal climate forecasting in irrigated cotton production: a tale of stochastic dominance," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(1), pages 65-93, March.
    7. 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.
    8. Jourdain, Damien & Scopel, Eric & Affholder, Francois, 2001. "The Impact Of Conservation Tillage On The Productivity And Stability Of Maize Cropping Systems: A Case Study In Western Mexico," Economics Working Papers 46549, CIMMYT: International Maize and Wheat Improvement Center.
    9. Larson, James A. & Roberts, Roland K. & Tyler, Donald D. & Duck, Bob N. & Slinsky, Stephen P., 1998. "Nitrogen-Fixing Winter Cover Crops and Production Risk: A Case Study for No-Tillage Corn," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 30(1), pages 163-174, July.
    10. Goh, Siew & Shih, Chao-Chyuan & Cochran, Mark J. & Raskin, Rob, 1989. "A Generalized Stochastic Dominance Program For The Ibm Pc," Southern Journal of Agricultural Economics, Southern Agricultural Economics Association, vol. 21(2), pages 1-8, December.
    11. Liu, Yangxuan & Langemeier, Michael & Wise, Kiersten, 2015. "Economic Benefits of Fungicide Use in Corn Production," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196804, Southern Agricultural Economics Association.
    12. Coffey, Brian K. & Skees, Jerry R. & Dillon, Carl R. & Anderson, John D., 2001. "Potential Effects Of Subsidized Livestock Insurance On Livestock Production," 2001 Annual meeting, August 5-8, Chicago, IL 20606, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Leatham, David J. & McCarl, Bruce A. & Richardson, James W., 1987. "Implications of Crop Insurance for Farmers and Lenders," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 19(2), pages 113-120, December.
    14. Langemeier, Michael R., 2013. "Impact of Crop Insurance Indemnity Payments on Cash Rents and Land Values," 2013 AAEA: Crop Insurance and the Farm Bill Symposium 156836, Agricultural and Applied Economics Association.
    15. Farmer, Douglas L. & Alipoe, Dovi & Hughes, Carl R., 2000. "Terminal Market Windows For Mississippi Small-Farm Vegetable Producers," Journal of Food Distribution Research, Food Distribution Research Society, vol. 31(1), pages 1-6, March.
    16. Griffith, Andrew P. & Larson, James A. & English, Burton C. & McLemore, Dan L., 2009. "Stochastic Dominance Analysis of Bioenergy Crops as a Production Alternative on an East Tennessee Beef and Crop Farm," 2009 Annual Meeting, January 31-February 3, 2009, Atlanta, Georgia 46811, Southern Agricultural Economics Association.
    17. Harrison, R. Wes, 1998. "Stochastic Dominance Analysis of Futures and Option Strategies for Hedging Feeder Cattle," Agricultural and Resource Economics Review, Cambridge University Press, vol. 27(2), pages 270-280, October.
    18. Huang, Wen-Yuan & Hewitt, Tracy I. & Shank, David, 1998. "An Analysis Of On-Farm Costs Of Timing N Applications To Reduce N Losses," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 23(2), pages 1-23, December.
    19. Williams, Jeffery R. & Tanaka, Donald L. & Herbel, Kevin L., 1993. "Farm Value Of Topsoil In Spring Wheat Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-14, July.
    20. Giesler, G. Grant & Paxton, Kenneth W. & Millhollon, E. P., 1991. "A Gsd Estimation Of The Relative Worth Of Cover Crops In Cotton Production Systems," 1991 Annual Meeting, August 4-7, Manhattan, Kansas 271255, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

    More about this item

    Keywords

    Research Methods/ Statistical Methods;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:sojoae:30005. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/saeaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.