Efficiency measurement using independent component analysis and data envelopment analysis

DOI10.1016/j.ejor.2010.09.016zbMath1210.90104OpenAlexW2139784519MaRDI QIDQ531456

Chi-Jie Lu, Chih-Chou Chiu, Ling-Jing Kao

Publication date: 29 April 2011

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

Full work available at URL: https://doi.org/10.1016/j.ejor.2010.09.016

zbMATH Keywords

independent component analysisdata envelopment analysisefficiency measurement

Mathematics Subject Classification ID

Management decision making, including multiple objectives (90B50) Special problems of linear programming (transportation, multi-index, data envelopment analysis, etc.) (90C08)

Related Items

Dealing with missing information in data envelopment analysis by means of low-rank matrix completion, Using MCDA to evaluate the performance of the logistics process in public hospitals: the case of a Brazilian teaching hospital, Methodology for calculating critical values of relevance measures in variable selection methods in data envelopment analysis

Uses Software

• FastICA

Cites Work

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• Measuring the efficiency of decision making units
• Are state-owned banks less efficient? A long- vs. short-run data envelopment analysis of Chinese banks
• The impact of managerial and organizational aspects on hospital wards' efficiency: Evidence from a case study
• Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction
• Face representation using independent component analysis
• Frontiers of research in BSS/ICA.
• Handbook on data envelopment analysis
• Decomposing capacity utilization in data envelopment analysis: An application to banks in India
• Stochastic data envelopment analysis in measuring the efficiency of Taiwan commercial banks
• Reputation and efficiency: A non-parametric assessment of America's top-rated MBA programs
• Including principal component weights to improve discrimination in data envelopment analysis
• Pitfalls and protocols in DEA
• Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe
• Independent component ordering in ICA time series analysis.