Non-convex value efficiency analysis and its application to bank branch sales evaluation

Non-convex value efficiency analysis and its application to bank branch sales evaluation

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Article ID: iaor20141943
Volume: 48
Issue: 11
Start Page Number: 10
End Page Number: 18
Publication Date: Oct 2014
Journal: Omega
Authors: , ,
Keywords: statistics: data envelopment analysis
Abstract:

  • We develop a value efficiency approach for DEA to be used when the decision maker wishes to evaluate only existing units.
  • The approach uses the FDH framework and theory of convex cones.
  • We apply the approach in a joint project with a bank to analyze the sales efficiency of its branches.
  • The approach is the first that makes it possible to use preference information in the FDH model.
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