Study on methods for selection of variables in DEA

Study on methods for selection of variables in DEA

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Article ID: iaor20084765
Country: Brazil
Volume: 27
Issue: 2
Start Page Number: 191
End Page Number: 207
Publication Date: May 2007
Journal: Pesquisa Operacional
Authors: , ,
Abstract:

One of the main issues in DEA modeling is the variables choice. This may have conflictive objectives, like increasing the mean efficiency or maximizing the model ranking capability – a DEA classic fragility. In this paper, we compare four variable selection methods, focused on DMUs sorting. These methods are applied to a real situation of assessing the efficiency of third-party logistics in the activity of newspaper home delivery, in Rio de Janeiro.

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