IDEAS home Printed from https://ideas.repec.org/p/wiw/wus005/6304.html
   My bibliography  Save this paper

Data Envelopment Analysis in a Stochastic Setting: The right answer from the wrong model?

Author

Listed:
  • Gstach, Dieter

Abstract

Data envelopment analysis (DEA) is compared to stochastic production function estimation (SPFE) in a noisy setting. The statistic of interest is the average efficiency estimator. Monte-Carlo simulations show that the mean squared error of the DEA-estimator even for considerable noise remains below the MSE of the SPFE analogue. A bootstrapping approach is designed to get some first-step statistical underpinning of this DEA average efficiency estimator. The coverage of the bootstrapping approximation to the distribution of this estimator is shown to be fairly good.

Suggested Citation

  • Gstach, Dieter, 1994. "Data Envelopment Analysis in a Stochastic Setting: The right answer from the wrong model?," Department of Economics Working Paper Series 29, WU Vienna University of Economics and Business.
  • Handle: RePEc:wiw:wus005:6304
    as

    Download full text from publisher

    File URL: https://epub.wu.ac.at/6304/
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Marterbauer, Markus, 1993. "Europäische Währungsunion und Konsequenzen für die Kollektivvertragspolitik," Department of Economics Working Paper Series 17, WU Vienna University of Economics and Business.
    2. Nowotny, Ewald, 1991. "The Austrian Social Partnership and Democracy," Department of Economics Working Paper Series 10, WU Vienna University of Economics and Business.
    3. Stiassny, Alfred & Koren, Stefan, 1994. "Tax and Spend or Spend and Tax? An International Study," Department of Economics Working Paper Series 28, WU Vienna University of Economics and Business.
    4. Stiassny, Alfred & Koren, Stephan, 1992. "The Temporal Causality between Government Taxes and Spending," Department of Economics Working Paper Series 14, WU Vienna University of Economics and Business.
    5. Pichler, Eva, 1991. "Union Wage Bargaining and Status," Department of Economics Working Paper Series 8, WU Vienna University of Economics and Business.
    6. Dockner Engelbert J. & Van Long Ngo, 1993. "International Pollution Control: Cooperative versus Noncooperative Strategies," Journal of Environmental Economics and Management, Elsevier, vol. 25(1), pages 13-29, July.
    7. Pichler, Eva, 1991. "Costs of Negotiation and the Structure of Bargaining- A Note'," Department of Economics Working Paper Series 9, WU Vienna University of Economics and Business.
    8. Gstach, Dieter, 1993. "Scale Efficiency: Where Data Envelopment Analysis Outperforms Stochastic Production Function Estimation," Department of Economics Working Paper Series 23, WU Vienna University of Economics and Business.
    9. Dockner, Engelbert J, 1992. "A Dynamic Theory of Conjectural Variations," Journal of Industrial Economics, Wiley Blackwell, vol. 40(4), pages 377-395, December.
    10. Wilfried , Altzinger, 1992. "Ost-West-Migration ohne Steuerungsmöglichkeiten?," Department of Economics Working Paper Series 15, WU Vienna University of Economics and Business.
    11. Marterbauer, Markus, 1991. "Die Rolle der Fiskalpolitik im schwedischen Wohlfahrtsstaat," Department of Economics Working Paper Series 6, WU Vienna University of Economics and Business.
    12. Pichler, Eva, 1991. "Cost-Sharing of General and Specific Training with Depreciation of Human Capital," Department of Economics Working Paper Series 7, WU Vienna University of Economics and Business.
    13. Ragacs, Christian, 1993. "Minimum Wages in Austria: Estimation of Employment Functions," Department of Economics Working Paper Series 20, WU Vienna University of Economics and Business.
    14. Dockner, Engelbert J & Feichtinger, Gustav, 1993. "Cyclical Consumption Patterns and Rational Addiction," American Economic Review, American Economic Association, vol. 83(1), pages 256-263, March.
    15. Gstach, Dieter, 1993. "Comparing Structural Efficiency of Unbalanced Subsamples: A Resampling Adaptation of Data Envelopment Analysis," Department of Economics Working Paper Series 24, WU Vienna University of Economics and Business.
    16. Eigl, Rupert Erich & Giemens-August, Andraea, 1991. "Der öffentliche Sektor aus ordnungspolitischer Sicht," Department of Economics Working Paper Series 3, WU Vienna University of Economics and Business.
    17. Unger, Brigitte & Klatzer, Elisabeth, 1992. "Will Internationalization Lead to a Convergence of National Economic Policies?," Department of Economics Working Paper Series 12, WU Vienna University of Economics and Business.
    18. Pichler, Eva & Walther, Herbert, 1992. "The Economics of the Sabbath," Department of Economics Working Paper Series 11, WU Vienna University of Economics and Business.
    19. Scharmer, Felicitas, 1993. "The Validity Issue in Applied General Equilibrium Tax Models," Department of Economics Working Paper Series 19, WU Vienna University of Economics and Business.
    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. Hagemann, Harald, 2010. "L. Albert Hahn's Economic Theory of Bank Credit," Department of Economics Working Paper Series 134, WU Vienna University of Economics and Business.
    2. Badinger, Harald & Kubin, Ingrid, 2007. "Vom kurzfristigen zum mittelfristigen Gleichgewicht in einer offenen Volkswirtschaft unter fixen und flexiblen Wechselkursen," Department of Economics Working Paper Series 101, WU Vienna University of Economics and Business.
    3. Haefke, Christian & Helmenstein, Christian, 1996. "Neural Networks in the Capital Markets: An Application to Index Forecasting," Computational Economics, Springer;Society for Computational Economics, vol. 9(1), pages 37-50, February.
    4. Bellak, Christian & Cantwell, John, 1995. "Measuring the Importance of International Production: The Re-estimation of Foreign Direct Investment at Current Values," Department of Economics Working Paper Series 30, WU Vienna University of Economics and Business.
    5. Martin Currie & Ingrid Kubin, 2005. "Fixed Price Dynamics versus Flexible Price Dynamics," Department of Economics Working Papers wuwp089, Vienna University of Economics and Business, Department of Economics.

    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. Klausinger, Hansjörg, 1993. "Die Klassische Ökonomie und die Keynessche Alternative. Revision eines Mythos?," Department of Economics Working Paper Series 25, WU Vienna University of Economics and Business.
    2. Özlem Onaran, 2007. "International financial markets and fragility in the Eastern Europe: "can it happen" here?," Department of Economics Working Papers wuwp108, Vienna University of Economics and Business, Department of Economics.
    3. Engelbert Stockhammer & Paul Ramskogler, 2008. "Uncertainty and Exploitation in History," Journal of Economic Issues, Taylor & Francis Journals, vol. 42(1), pages 175-194, March.
    4. Gerlinde Fellner & Matthias Sutter, 2009. "Causes, Consequences, and Cures of Myopic Loss Aversion – An Experimental Investigation," Economic Journal, Royal Economic Society, vol. 119(537), pages 900-916, April.
    5. Annemarie Steidl & Engelbert Stockhammer, 2007. "Coming and leaving. Internal mobility in late Imperial Austria," Department of Economics Working Papers wuwp107, Vienna University of Economics and Business, Department of Economics.
    6. Aleksandra Riedl & Silvia Rocha-Akis, 2007. "Testing the tax competition theory: How elastic are national tax bases in western Europe?," Department of Economics Working Papers wuwp112, Vienna University of Economics and Business, Department of Economics.
    7. Pasquale Commendatore & Ingrid Kubin & Carmelo Petraglia, 2009. "Footloose Capital and Productive Public Services," Chapters, in: Neri Salvadori & Pasquale Commendatore & Massimo Tamberi (ed.), Geography, Structural Change and Economic Development, chapter 1, Edward Elgar Publishing.
    8. Grandner, Thomas, 1994. "Gerwerkschaften in einem Cournot-Duopol. Sequentielle vs. simultane Lohnverhandlungen," Department of Economics Working Paper Series 26, WU Vienna University of Economics and Business.
    9. Stiassny, Alfred, 1993. "TVP - Ein Programm zur Schätzung von Modellen mit zeitvariierenden Parametern," Department of Economics Working Paper Series 22, WU Vienna University of Economics and Business.
    10. Harald Badinger & Ingrid Kubin, 2007. "Vom kurzfristigen zum mittelfristigen Gleichgewicht in einer offenen Volkswirtschaft unter fixen und flexiblen Wechselkursen," Department of Economics Working Papers wuwp101, Vienna University of Economics and Business, Department of Economics.
    11. Haefke, Christian & Helmenstein, Christian, 1996. "Neural Networks in the Capital Markets: An Application to Index Forecasting," Computational Economics, Springer;Society for Computational Economics, vol. 9(1), pages 37-50, February.
    12. Theresa Grafeneder-Weissteiner & Klaus Prettner, 2009. "Agglomeration and population ageing in a two region model of exogenous growth," VID Working Papers 0901, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna.
    13. Stiassny, Alfred, 1994. "A Note on Frequency Domain Properties of Estimated VARs," Department of Economics Working Paper Series 27, WU Vienna University of Economics and Business.
    14. Bellak, Christian & Cantwell, John, 1995. "Measuring the Importance of International Production: The Re-estimation of Foreign Direct Investment at Current Values," Department of Economics Working Paper Series 30, WU Vienna University of Economics and Business.
    15. Engelbert Stockhammer & Paul Ramskogler, 2009. "Post-Keynesian economics How to move forward," European Journal of Economics and Economic Policies: Intervention, Edward Elgar Publishing, vol. 6(2), pages 227-246.
    16. Gstach, Dieter, 1993. "Scale Efficiency: Where Data Envelopment Analysis Outperforms Stochastic Production Function Estimation," Department of Economics Working Paper Series 23, WU Vienna University of Economics and Business.
    17. Silvia Rocha-Akis, 2006. "Labour tax policies and strategic offshoring under unionised oligopoly," Department of Economics Working Papers wuwp099, Vienna University of Economics and Business, Department of Economics.
    18. Smet, Koen, 2007. "Stuck in the middle? The structure of trade between South Africa and its major trading partners," Department of Economics Working Paper Series 115, WU Vienna University of Economics and Business.
    19. Theresa Grafeneder-Weissteiner, 2010. "Demographic change, growth and agglomeration," Department of Economics Working Papers wuwp132, Vienna University of Economics and Business, Department of Economics.
    20. Eckhard Hein, 2010. "Shareholder Value Orientation, Distribution And Growth—Short‐ And Medium‐Run Effects In A Kaleckian Model," Metroeconomica, Wiley Blackwell, vol. 61(2), pages 302-332, May.

    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:wiw:wus005:6304. 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: WU Library (email available below). General contact details of provider: https://research.wu.ac.at/ .

    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.