IDEAS home Printed from https://ideas.repec.org/a/cup/agrerw/v24y1995i02p185-189_00.html
   My bibliography  Save this article

Nonparametric Technical Efficiency with K Firms, N Inputs, and M Outputs: A Simulation

Author

Listed:
  • Tauer, Loren W.
  • Hanchar, John J.

Abstract

Monte-Carlo simulation of nonparametric efficiency shows that even when the number of firms is large, defining ten or more inputs results in most firms being measured as efficient. Comparison of the simulated results with any empirical results may suggest that the dimension of the problem, rather than actual efficiencies, determines computed efficiencies.

Suggested Citation

  • Tauer, Loren W. & Hanchar, John J., 1995. "Nonparametric Technical Efficiency with K Firms, N Inputs, and M Outputs: A Simulation," Agricultural and Resource Economics Review, Cambridge University Press, vol. 24(2), pages 185-189, October.
  • Handle: RePEc:cup:agrerw:v:24:y:1995:i:02:p:185-189_00
    as

    Download full text from publisher

    File URL: https://www.cambridge.org/core/product/identifier/S1068280500008820/type/journal_article
    File Function: link to article abstract page
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Thompson, Russell G. & Langemeier, Larry N. & Lee, Chih-Tah & Lee, Euntaik & Thrall, Robert M., 1990. "The role of multiplier bounds in efficiency analysis with application to Kansas farming," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 93-108.
    2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    3. Button, Kenneth J & Weyman-Jones, Thomas G, 1992. "Ownership Structure, Institutional Organization and Measured X-Efficiency," American Economic Review, American Economic Association, vol. 82(2), pages 439-445, May.
    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. Wu, Shunxiang & Prato, Anthony A., 2006. "Cost Efficiency and Scope Economies of Crop and Livestock Farms in Missouri," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(3), pages 1-15, December.
    2. Uvarovsky, Vladimir & Voigt, Peter, 2000. "Russia's agriculture: eight years in transition - convergence or divergence of regional efficiency," IAMO Discussion Papers 31, Leibniz Institute of Agricultural Development in Transition Economies (IAMO).
    3. Shunxiang Wu & Stephen Devadoss & Yaochi Lu, 2003. "Estimation and decomposition of technical efficiency for sugarbeet farms," Applied Economics, Taylor & Francis Journals, vol. 35(4), pages 471-484.
    4. Jaenicke, Edward C. & Drinkwater, Laurie E., 1999. "Sources of Productivity Growth During the Transition to Alternative Cropping Systems," Agricultural and Resource Economics Review, Cambridge University Press, vol. 28(2), pages 169-181, October.
    5. Avkiran, Necmi K., 2007. "Stability and integrity tests in data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 41(3), pages 224-234, September.
    6. Edward Jaenicke, 2000. "Testing for Intermediate Outputs in Dynamic DEA Models: Accounting for Soil Capital in Rotational Crop Production and Productivity Measures," Journal of Productivity Analysis, Springer, vol. 14(3), pages 247-266, November.
    7. Andreu, Monica Lopez & Featherstone, Allen M. & Langemeier, Michael R. & Grunewald, Orlen C., 2006. "Impact of Financial Variables on Production in Kansas Farms Efficiencies," 2006 Annual meeting, July 23-26, Long Beach, CA 21406, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    8. Hughes, Andrew & Yaisawarng, Suthathip, 2004. "Sensitivity and dimensionality tests of DEA efficiency scores," European Journal of Operational Research, Elsevier, vol. 154(2), pages 410-422, April.
    9. Byma, Justin P. & Tauer, Loren W., 2007. "Farm Inefficiency Resulting from the Missing Management Input," Working Papers 127008, Cornell University, Department of Applied Economics and Management.
    10. Holland, D. S. & Lee, S. T., 2002. "Impacts of random noise and specification on estimates of capacity derived from data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 137(1), pages 10-21, February.
    11. Uvarovsky, Vladimir & Voigt, Peter, 2000. "Russia'S Agriculture: Eight Years In Transition - Convergence Or Divergence Of Regional Efficiency," IAMO Discussion Papers 14891, Institute of Agricultural Development in Transition Economies (IAMO).

    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. Zanella, Andreia & Camanho, Ana S. & Dias, Teresa G., 2015. "Undesirable outputs and weighting schemes in composite indicators based on data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 245(2), pages 517-530.
    2. Adler, Nicole & Friedman, Lea & Sinuany-Stern, Zilla, 2002. "Review of ranking methods in the data envelopment analysis context," European Journal of Operational Research, Elsevier, vol. 140(2), pages 249-265, July.
    3. Baris Yilmaz & Mehmet Yurdusev & Nilgun Harmancioglu, 2009. "The Assessment of Irrigation Efficiency in Buyuk Menderes Basin," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(6), pages 1081-1095, April.
    4. Camanho, A. S. & Dyson, R. G., 2005. "Cost efficiency measurement with price uncertainty: a DEA application to bank branch assessments," European Journal of Operational Research, Elsevier, vol. 161(2), pages 432-446, March.
    5. Fukuyama, Hirofumi, 2000. "Returns to scale and scale elasticity in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 125(1), pages 93-112, August.
    6. Hosein Arman & Abdollah Hadi‐Vencheh, 2021. "Restricting the relative weights in data envelopment analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4127-4136, July.
    7. Finn Førsund, 2013. "Weight restrictions in DEA: misplaced emphasis?," Journal of Productivity Analysis, Springer, vol. 40(3), pages 271-283, December.
    8. Zhimin Huang & Waiman Cheung & Huiwen Wang, 2006. "Cone dominance and efficiency in DEA," Annals of Operations Research, Springer, vol. 145(1), pages 89-103, July.
    9. Camanho, Ana S. & Stumbriene, Dovile & Barbosa, Flávia & Jakaitiene, Audrone, 2023. "The assessment of performance trends and convergence in education and training systems of European countries," European Journal of Operational Research, Elsevier, vol. 305(1), pages 356-372.
    10. Fox, Kevin J. & Grafton, R. Quentin & Kirkley, James & Squires, Dale, 2003. "Property rights in a fishery: regulatory change and firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 46(1), pages 156-177, July.
    11. Kaoru Tone, 2001. "On Returns to Scale under Weight Restrictions in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 16(1), pages 31-47, July.
    12. Amy H. I. Lee & Chun Yu Lin & He-Yau Kang & Wen Hsin Lee, 2012. "An Integrated Performance Evaluation Model for the Photovoltaics Industry," Energies, MDPI, vol. 5(4), pages 1-21, April.
    13. Cook, Wade D. & Zhu, Joe, 2007. "Within-group common weights in DEA: An analysis of power plant efficiency," European Journal of Operational Research, Elsevier, vol. 178(1), pages 207-216, April.
    14. W D Cook & J Zhu, 2011. "Output-specific input-assurance regions in DEA," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(10), pages 1881-1887, October.
    15. Wade D. Cook & Joe Zhu, 2008. "CAR-DEA: Context-Dependent Assurance Regions in DEA," Operations Research, INFORMS, vol. 56(1), pages 69-78, February.
    16. Lotfi, F. Hosseinzadeh & Rostamy-Malkhalifeh, M. & Moghaddas, Z., 2010. "Modified piecewise linear DEA model," European Journal of Operational Research, Elsevier, vol. 205(3), pages 729-733, September.
    17. Thanassoulis, Emmanuel, 1995. "Assessing police forces in England and Wales using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 87(3), pages 641-657, December.
    18. Francisco Pedraja & Javier Salinas & Peter Smith, 1994. "La restricción de las ponderaciones en el análisis envolvente de datos: una fórmula para mejorar la evaluación de la eficiencia," Investigaciones Economicas, Fundación SEPI, vol. 18(2), pages 365-380, May.
    19. Pereira, Miguel Alves & Figueira, José Rui & Marques, Rui Cunha, 2020. "Using a Choquet integral-based approach for incorporating decision-maker’s preference judgments in a Data Envelopment Analysis model," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1016-1030.
    20. Pereira, Miguel Alves & Camanho, Ana Santos & Figueira, José Rui & Marques, Rui Cunha, 2021. "Incorporating preference information in a range directional composite indicator: The case of Portuguese public hospitals," European Journal of Operational Research, Elsevier, vol. 294(2), pages 633-650.

    More about this item

    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:cup:agrerw:v:24:y:1995:i:02:p:185-189_00. 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: Kirk Stebbing (email available below). General contact details of provider: https://www.cambridge.org/age .

    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.