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New Models for Data Envelopment Analysis. Measuring Efficiency Outwith the VRS Frontier

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  • Paterson, Iain

    (Institute for Advanced Studies, Vienna)

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    Abstract

    Some models are presented in this paper which extend the concept of measuring superefficiency to the useful case of variable returns-to-scales (VRS), thus enabling the ranking of efficient as well as inefficient units. Two models, namely the Universal Radial Model and the Universal Additive Model, are presented that also have strong invariance properties (units and translation invariance). For both of these models a method for normalising the efficiency scores on a (0-1+) scale is presented. These models have been implemented in a software package and applied to the ranking of units in an industrial context.

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    File URL: http://www.ihs.ac.at/publications/eco/es-84.pdf
    File Function: First version, 2000
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    Bibliographic Info

    Paper provided by Institute for Advanced Studies in its series Economics Series with number 84.

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    Length: 12 pages
    Date of creation: Sep 2000
    Date of revision:
    Handle: RePEc:ihs:ihsesp:84

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    Related research

    Keywords: Data envelopment analysis (DEA); Superefficiency; Universal models;

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    1. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
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