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Super-Efficiency Models

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Data Envelopment Analysis

Abstract

This chapter introduced the concept of super-efficiency and presented two types of approach for measuring super-efficiency: radial and non-radial. Super-efficiency measures are widely utilized in DEA applications for many purposes, e.g., ranking efficient DMUs, evaluating the Malmquist productivity index and comparing performances of two groups (the bilateral comparisons model in Chapter 7).

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Notes

  1. P. Andersen and N.C. Petersen (1993), “A Procedure for Ranking Efficient Units in Data Envelopment Analysis,” Management Science 39, pp.1261–1264.

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  2. P. Wilson (1993), “Detecting Influential Observations in Data Envelopment Analysis,” Journal of Productivity Analysis 6, pp. 27–46.

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  3. S. Ray (2004), Data Envelopment Analysis (Cambridge: Cambridge University Press).

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  4. A. Charnes, W.W. Cooper and R.M. Thrall (1991), “A Structure for Classifying and Characterizing Inefficiency in DEA,” Journal of Productivity Analysis 2, pp. 197–237.

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  5. K. Tone (2002), “A Slacks-based Measure of Super-efficiency in Data Envelopment Analysis,” European Journal of Operational Research 143, pp.32–41

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© 2007 Springer Science+Business Media, LLC

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Cooper, W.W., Seiford, L.M., Tone, K. (2007). Super-Efficiency Models. In: Data Envelopment Analysis. Springer, New York, NY. https://doi.org/10.1007/978-0-387-45283-8_10

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