Selecting DEA specifications and ranking units via PCA

DOI10.1057/palgrave.jors.2601705zbMath1070.90059OpenAlexW2017835189MaRDI QIDQ4661045

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Publication date: 4 April 2005

Published in: Journal of the Operational Research Society (Search for Journal in Brave)

Full work available at URL: https://eprints.soton.ac.uk/35727/1/M01-3.pdf

zbMATH Keywords

principal component analysisefficiencydata envelopment analysiscluster analysisDEA model selection

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50)

Related Items (9)

Variable selection in data envelopment analysis via Akaike's information criteria ⋮ Business analytics for corporate risk management and performance improvement ⋮ An assessment of the efficiency of Spanish schools: evaluating the influence of the geographical, managerial, and socioeconomic features ⋮ Allocating fixed costs with considering the return to scale: a DEA approach ⋮ Improving discrimination in data envelopment analysis without losing information based on Renyi's entropy ⋮ Combined social networks and data envelopment analysis for ranking ⋮ Online banking performance evaluation using data envelopment analysis and principal component analysis ⋮ Allocating the fixed cost as a complement of other cost inputs: A DEA approach ⋮ The curse of dimensionality of decision-making units: a simple approach to increase the discriminatory power of data envelopment analysis

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