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|Title:||A note on imposing strong complementary in DEA |
Førsund, Finn R.
Lychev, Andrey V.
|Issue Date:||2010 |
|Series/Report no.:||Memorandum // Department of Economics, University of Oslo 2010,17|
|Abstract:||A new DEA model has been introduced recently combining the primal and the dual models in order to impose strong complementary slackness conditions. It was claimed that a reference set that contains the maximum number of efficient units can then be determined. The model is very interesting as a theoretical idea. However, not only does the computational burden increase significantly, but it seems also that the basic matrices may be inherently ill-conditioned, leading to wrong results. Numerical experiments have been carried out on two real datasets of medium size with 163 and 920 units. These experiments show pervasive existence of ill-conditioned matrices leading to obviously wrong estimates of efficiency scores, and units declared as efficient reference units while actually being inefficient.|
|Subjects:||Data envelopment analysis|
strong complementary slackness conditions
|Document Type:||Working Paper|
|Appears in Collections:||Memorandum, Department of Economics, University of Oslo|
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