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Can We Bootstrap DEA Scores?

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Abstract

This paper discusses the feasibility of bootstrapping DEA scores in the context of the earlier paper by Ferrier and Hirschberg (1997). A simple experiment is devised to demonstrate that in the one-input, one-output case the bootstrap of the non-modified DEA scores is not a failure of the bootstrap.

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References

  • Andersen, Per, and Niels Christian Petersen. (1993). “A Procedure for Ranking Efficient Units in Data Envelopment Analysis.” Management Science 39, 1261–1264.

    Google Scholar 

  • Beran, R., and G. R. Ducharme. (1991). Asymptotic Theory for Bootstrap Methods in Statistics. Montréal: Les Publications CRM, Centre de Recherches Mathématiques, Université de Montréal.

    Google Scholar 

  • Davison, A. C., D. V. Hinkley, and E. Schechtman. (1986). “Efficient Bootstrap Simulation.” Biometrika 73, 555–566.

    Google Scholar 

  • Efron, Bradley, and Robert J. Tibshirani. (1993). An Introduction to the Bootstrap. New York: Chapman and Hall.

    Google Scholar 

  • Ferrier, Gary D., and Joseph G. Hirschberg. (1997). “Bootstrapping Confidence Intervals for Linear Programming Efficiency Scores: With an Illustration Using Italian Banking Data.” Journal of Productivity Analysis 8, 19–33.

    Google Scholar 

  • Norman, Michael, and Barry Stoker. (1991). Data Envelopment Analysis: The Assessment of Performance. West Sussex, England: John Wiley and Sons.

    Google Scholar 

  • Simar, Léopold, and Paul W. Wilson. (1997). “Some Problems with the Ferrier/Hirschberg Bootstrap Idea.” UCL CORE Discussion Paper 9762.

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Ferrier, G.D., Hirschberg, J.G. Can We Bootstrap DEA Scores?. Journal of Productivity Analysis 11, 81–92 (1999). https://doi.org/10.1023/A:1007787406099

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  • DOI: https://doi.org/10.1023/A:1007787406099

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