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A statistical framework for estimating output-specific efficiencies

Author

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  • Gstach, Dieter
Abstract
This paper presents a statistical framework for estimating output-specific efficiencies for the 2-output case based upon a DEA frontier estimate. The key to the approach is the concept of target output-mix. Being usually unobserved, target output-mixes of firms are modelled as missing data. Using this concept the relevant data generating process can be formulated. The resulting likelihood function is analytically intractable, so a data augmented Bayesian approach is proposed for estimation purposes. This technique is adapted to the present purpose. Some implementation issues are discussed leading to an empirical Bayes setup with data informed priors. A prove of scale invariance is provided. (author's abstract)

Suggested Citation

  • Gstach, Dieter, 2003. "A statistical framework for estimating output-specific efficiencies," Department of Economics Working Paper Series 83, WU Vienna University of Economics and Business.
    • Handle: RePEc:wiw:wus005:354
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    File URL: https://epub.wu.ac.at/354/
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    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. Grafeneder-Weissteiner, Theresa & Prettner, Klaus, 2010. "Agglomeration processes in aging societies," Department of Economics Working Paper Series 131, WU Vienna University of Economics and Business.
    5. Engelbert Stockhammer & Lucas Grafl, 2010. "Financial Uncertainty and Business Investment," Review of Political Economy, Taylor & Francis Journals, vol. 22(4), pages 551-568.
    6. Grafeneder-Weissteiner, Theresa & Prettner, Klaus, 2009. "Agglomeration and population aging in a two region model of exogenous growth," Department of Economics Working Paper Series 125, WU Vienna University of Economics and Business.
    7. Engelbert Stockhammer & Paul Ramskogler, 2008. "Uncertainty and Exploitation in History," Journal of Economic Issues, Taylor & Francis Journals, vol. 42(1), pages 175-194, March.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Steidl, Annemarie & Stockhammer, Engelbert, 2007. "Coming and leaving. Internal mobility in late Imperial Austria," Department of Economics Working Paper Series 107, WU Vienna University of Economics and Business.
    13. 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.
    14. Onaran, Özlem, 2007. "International financial markets and fragility in the Eastern Europe: "can it happen" here?," Department of Economics Working Paper Series 108, WU Vienna University of Economics and Business.
    15. Figerl, Jürgen & Grandner, Thomas, 2008. "Job quality and wages in duopsony," Department of Economics Working Paper Series 121, WU Vienna University of Economics and Business.
    16. Theresa Grafeneder-Weissteiner, 2010. "Demographic change, growth and agglomeration," Department of Economics Working Papers wuwp132, Vienna University of Economics and Business, Department of Economics.
    17. Riedl, Aleksandra & Rocha-Akis, Silvia, 2007. "Testing the tax competition theory: How elastic are national tax bases in western Europe?," Department of Economics Working Paper Series 112, WU Vienna University of Economics and Business.
    18. Paul Ramskogler, 2007. "Uncertainty, market power and credit rationing," Department of Economics Working Papers wuwp105, Vienna University of Economics and Business, Department of Economics.
    19. Grafeneder-Weissteiner, Theresa, 2010. "Demographic change, growth and agglomeration," Department of Economics Working Paper Series 132, WU Vienna University of Economics and Business.
    20. Currie, Martin & Kubin, Ingrid, 2005. "Fixed price dynamics versus flexible price dynamics," Department of Economics Working Paper Series 89, WU Vienna University of Economics and Business.
    21. Grandner, Thomas, 2007. "Product differentiation in a linear city and wage bargaining," Department of Economics Working Paper Series 109, WU Vienna University of Economics and Business.

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