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Statistical inference for aggregates of Farrell-type efficiencies

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Author Info
Léopold Simar (Institut de Statistique, Université Catholique de Louvain, Louvain-la-Neuve, Belgium)
Valentin Zelenyuk (Kyiv Economics Institute, KEI and UPEG|EERC Kiev, Ukraine)

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Abstract

In this study, we merge results of two recent directions in efficiency analysis research-aggregation and bootstrap-applied, as an example, to one of the most popular point estimators of individual efficiency: the data envelopment analysis (DEA) estimator. A natural context of the methodology developed here is a study of efficiency of a particular economic system (e.g., an industry) as a whole, or a comparison of efficiencies of distinct groups within such a system (e.g., regulated vs. non-regulated firms or private vs. public firms). Our methodology is justified by the (neoclassical) economic theory and is supported by carefully adapted statistical methods. Copyright © 2007 John Wiley & Sons, Ltd.

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File URL: http://hdl.handle.net/10.1002/jae.991
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File URL: http://qed.econ.queensu.ca:80/jae/2007-v22.7/
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Publisher Info
Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 22 (2007)
Issue (Month): 7 ()
Pages: 1367-1394
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Handle: RePEc:jae:japmet:v:22:y:2007:i:7:p:1367-1394

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. I. Gijbels & E. Mammen & B. Park & L. Simar, . "On Estimation of Monotone and Concave Frontier Function," Sonderforschungsbereich 373 1998-9, Humboldt Universitaet Berlin.
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  2. Zelenyuk, Valentin, 2006. "Aggregation of Malmquist productivity indexes," European Journal of Operational Research, Elsevier, vol. 174(2), pages 1076-1086, October. [Downloadable!] (restricted)
  3. Ylvinger, Svante, 2000. "Industry performance and structural efficiency measures: Solutions to problems in firm models," European Journal of Operational Research, Elsevier, vol. 121(1), pages 164-174, February. [Downloadable!] (restricted)
  4. Robert Russell, R., 1990. "Continuity of measures of technical efficiency," Journal of Economic Theory, Elsevier, vol. 51(2), pages 255-267, August. [Downloadable!] (restricted)
  5. Kneip, Alois & Park, Byeong U. & Simar, L opold, 1998. "A Note On The Convergence Of Nonparametric Dea Estimators For Production Efficiency Scores," Econometric Theory, Cambridge University Press, vol. 14(06), pages 783-793, December. [Downloadable!]
  6. Ksenia Yudaeva & Konstantin Kozlov & Natalia Melentieva & Natalia Ponomareva, 2003. "Does foreign ownership matter?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(3), pages 383-409, 09. [Downloadable!] (restricted)
  7. Dr. Peter Kenning & Hilke Plassmann, 2004. "NeuroEconomics," Experimental 0412005, EconWPA. [Downloadable!]
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(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Maximilian J. B. Hall & Karligash A. Kenjegalieva & Richard Simper, 2008. "Environmental Factors Affecting Hong Kong Banking: A Post-Asian Financial Crisis Efficiency Analysis," Working Papers 122008, Hong Kong Institute for Monetary Research. [Downloadable!]
    Other versions:
  2. Pavlo Demchuk & Valentin Zelenyuk, 2009. "Testing differences in efficiency of regions within a country: the case of Ukraine," Journal of Productivity Analysis, Springer, vol. 32(2), pages 81-102, October. [Downloadable!] (restricted)
  3. Vitaliy Zheka, 2006. "Corporate Governance and Firm Performance in Ukraine," CERT Discussion Papers 0605, Centre for Economic Reform and Transformation, Heriot Watt University. [Downloadable!]
  4. Anatoly Pilyavsky & Matthias Staat, 2008. "Efficiency and productivity change in Ukrainian health care," Journal of Productivity Analysis, Springer, vol. 29(2), pages 143-154, April. [Downloadable!] (restricted)
  5. Daniel Becker, 2008. "Public-Sector Efficiency and Interjurisdictional Competition - an Empirical Investigation," Thuenen-Series of Applied Economic Theory 101, University of Rostock, Institute of Economics, Germany. [Downloadable!]
  6. Vladimir Nesterenko & Valentin Zelenyuk, 2007. "Measuring potential gains from reallocation of resources," Journal of Productivity Analysis, Springer, vol. 28(1), pages 107-116, October. [Downloadable!] (restricted)
  7. Valentin Zelenyuk & Vitaliy Zheka, 2006. "Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine," Journal of Productivity Analysis, Springer, vol. 25(1), pages 143-157, 04. [Downloadable!] (restricted)
  8. Chen Lin & Yue Ma & Dongwei Su, 2009. "Corporate governance and firm efficiency: evidence from China's publicly listed firms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 193-209. [Downloadable!]
  9. Shaik, Saleem, 2009. "Aggregation Issues In The Estimation Of Malmquist Productivity Measures," 2009 Annual Meeting, January 31-February 3, 2009, Atlanta, Georgia 46553, Southern Agricultural Economics Association. [Downloadable!]
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