Journal
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
Volume 61, Issue 1, Pages 25-34Publisher
PALGRAVE MACMILLAN LTD
DOI: 10.1057/jors.2009.145
Keywords
data envelopment analysis; uncertainty; Monte Carlo simulation
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This paper discusses a number of applications of data envelopment analysis and the nature of uncertainty in those applications. It then reviews the key approaches to handling uncertainty in data envelopment analysis (DEA) (imprecise DEA, bootstrapping, Monte Carlo simulation and chance constrained DEA) and considers their suitability for modelling the applications. The paper concludes with suggestions about the challenges facing an operational research analyst in applying DEA in real-world situations. Journal of the Operational Research Society (2010) 61, 25-34. doi:10.1057/jors.2009.145
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