Article ID: | iaor20119846 |
Volume: | 22 |
Issue: | 4 |
Start Page Number: | 357 |
End Page Number: | 370 |
Publication Date: | Oct 2011 |
Journal: | IMA Journal of Management Mathematics |
Authors: | Krivonozhko V E, Lychev A V, Piskunov A A |
Keywords: | statistics: data envelopment analysis |
In this paper, we compare ratio analysis with the data envelopment analysis approach. It is shown that using ratio analysis implies that a one multidimensional space is projected onto other subspaces many times. As a result, significant distortion of the performance assessment of units takes place. Our theoretical results are validated by computational experiments on the data taken from financial accounts of Russian banks.