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A note on DEA vs principal component analysis: An improvement to Joe Zhu's approach
13 references·10 citing·23 second hop
A note on DEA vs principal component analysis: An improvement to Joe Zhu's approach (2001)A note on DEA vs principal component anal…Infeasibility Of Super-Efficiency Data Envelopment Analysis Models (1999)Infeasibility Of Super-Effici…DEA and the discriminant analysis of ratios for ranking units (1998)DEA and the discriminant anal…Data envelopment analysis vs. principal component analysis: An illustrative study of economic performance of Chinese cities (1998)Data envelopment analysis vs.…Combining ranking scales and selecting variables in the DEA context: The case of industrial branches (1998)Combining ranking scales and …Scaling units via the canonical correlation analysis in the DEA context (1997)Scaling units via the canonic…Robustness of the efficient DMUs in data envelopment analysis (1996)Robustness of the efficient D…Streamlined computation for data envelopment analysis (1993)Streamlined computation for d…A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A Procedure for Ranking Effic…Restricting Weight Flexibility in Data Envelopment Analysis (1990)Restricting Weight Flexibilit…Restricting Weight Flexibility in Data Envelopment Analysis (1990)Restricting Weight Flexibilit…Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions (1985)Foundations of data envelopme…Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Some Models for Estimating Te…Measuring the efficiency of decision making units (1978)Measuring the efficiency of d…The Application of Graphic Methods and the DEA in Predicting the Risk of Bankruptcy (2021)The Application of Graphic Me…Quantitative assessment of spiritual capital in changing organizations by principal component analysis and fuzzy clustering (2015)Quantitative assessment of sp…Measuring and benchmarking managerial efficiency of project execution schedule performance (2015)Measuring and benchmarking ma…Performance assessment of Iranian electricity distribution companies by an integrated cooperative game data envelopment analysis principal component analysis approach (2014)Performance assessment of Ira…Brand power index – using principal component analysis (2012)Brand power index – using pri…Goal programming synthetic indicators: An application for sustainable tourism in Andalusian coastal counties (2010)Goal programming synthetic in…A bootstrapped robust data envelopment analysis model for efficiency estimating of telecommunication companies in Iran (2009)A bootstrapped robust data en…Increasing the discriminatory power of DEA in the presence of the undesirable outputs and large dimensionality of data sets with PCA (2008)Increasing the discriminatory…A deterministic approach for performance assessment and optimization of power distribution units in Iran (2008)A deterministic approach for …At a crossroad of data envelopment and principal component analyses (2005)At a crossroad of data envelo…Data Envelopment Analysis: Theory, Methodology, and Applications (1994)Measuring the performance of manufacturing firms with super slacks based model of data envelopment analysis: An application of 500 major industrial enterprises in Turkey (2006)Measuring efficiency and productivity in professional football teams: evidence from the English Premier League (2007)The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis (2019)The Measurement of Productive Efficiency (1957)A slacks-based measure of efficiency in data envelopment analysis (2001)Sensitivity and Stability Analysis in DEA: Some Recent Developments (2001)Super-efficiency and DEA sensitivity analysis (2001)Review of Methods for Increasing Discrimination in Data Envelopment Analysis (2002)Improving discrimination in data envelopment analysis: PCA–DEA or variable reduction (2009)The assessment of sustainable tourism: Application to Spanish coastal destinations (2009)Investigating the marginal impact of ESG results on corporate financial performance (2022)A unified framework for the selection of a Flexible Manufacturing System (1995)A multiple criteria approach to data envelopment analysis (1999)Allocating fixed costs and resources via data envelopment analysis (2003)An application procedure for DEA (1989)Data envelopment analysis (DEA) – Thirty years on (2008)Data Envelopment Analysis (2016)A slacks-based measure of super-efficiency in data envelopment analysis (2002)Estimation and inference in two-stage, semi-parametric models of production processes (2005)Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe (2001)Data Envelopment Analysis (2004)The super-efficiency procedure for outlier identification, not for ranking efficient units (2005)
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  • 1985Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions1,718 cited
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  • 1998Data envelopment analysis vs. principal component analysis: An illustrative study of economic performance of Chinese cities257 cited
  • 1996Robustness of the efficient DMUs in data envelopment analysis252 cited
  • 1998Combining ranking scales and selecting variables in the DEA context: The case of industrial branches175 cited
  • 1997Scaling units via the canonical correlation analysis in the DEA context175 cited
  • 1998DEA and the discriminant analysis of ratios for ranking units165 cited
  • 1993Streamlined computation for data envelopment analysis109 cited

Cited by

  • 2010Goal programming synthetic indicators: An application for sustainable tourism in Andalusian coastal counties

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138 cited
  • 2008Increasing the discriminatory power of DEA in the presence of the undesirable outputs and large dimensionality of data sets with PCA64 cited
  • 2009A bootstrapped robust data envelopment analysis model for efficiency estimating of telecommunication companies in Iran62 cited
  • 2014Performance assessment of Iranian electricity distribution companies by an integrated cooperative game data envelopment analysis principal component analysis approach61 cited
  • 2008A deterministic approach for performance assessment and optimization of power distribution units in Iran46 cited
  • 2015Measuring and benchmarking managerial efficiency of project execution schedule performance45 cited
  • 2005At a crossroad of data envelopment and principal component analyses40 cited
  • 2021The Application of Graphic Methods and the DEA in Predicting the Risk of Bankruptcy17 cited
  • 2015Quantitative assessment of spiritual capital in changing organizations by principal component analysis and fuzzy clustering16 cited
  • 2012Brand power index – using principal component analysis14 cited