4.7 Article

Ratio-based RTS determination in weight-restricted DEA models

Journal

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Volume 215, Issue 2, Pages 431-438

Publisher

ELSEVIER
DOI: 10.1016/j.ejor.2011.06.017

Keywords

Data Envelopment Analysis (DEA); Returns to scale (RTS); Weight restrictions; TIMSS study

Funding

  1. HSE
  2. Academy of Finland [121980]
  3. Academy of Finland (AKA) [121980, 121980] Funding Source: Academy of Finland (AKA)

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This paper provides computationally efficient approaches for determining to which returns to scale (RTS) class a unit belongs in weight-restricted Data Envelopment Analysis (DEA) models. A non-traditional computational algorithm is introduced. The suggested approach is based on the calculation of certain ratios within the data set and offers obvious computational advantages over the traditional approaches involving the solution of standard DEA models. Some theorems and algorithms are given. Computational advantages of the provided results are discussed and one of the algorithms is illustrated using real world data. (C) 2011 Published by Elsevier B.V.

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