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Improving discrimination in data envelopment analysis: PCA–DEA or variable reduction
16 references·16 citing·23 second hopsampled
Improving discrimination in data envelopment analysis: PCA–DEA or variable reduction (2009)Improving discrimination in data envelopm…Review of ranking methods in the data envelopment analysis context (2002)Review of ranking methods in …Pitfalls and protocols in DEA (2001)Pitfalls and protocols in DEAStatistical Inference in Nonparametric Frontier Models: The State of the Art (2000)Statistical Inference in Nonp…Infeasibility Of Super-Efficiency Data Envelopment Analysis Models (1999)Infeasibility Of Super-Effici…Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models (1998)Sensitivity Analysis of Effic…Weights restrictions and value judgements in Data Envelopment Analysis: Evolution, development and future directions (1997)Weights restrictions and valu…Units invariant and translation invariant DEA models (1995)Units invariant and translati…Efficiency and Cross-efficiency in DEA: Derivations, Meanings and Uses (1994)Efficiency and Cross-efficien…A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A Procedure for Ranking Effic…Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks (1990)Polyhedral Cone-Ratio DEA Mod…Measuring efficiency : an assessment of data envelopment analysis (1986)Measuring efficiency : an ass…Data envelopment analysis: Critique and extensions (1986)Data envelopment analysis: Cr…Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas (1986)Comparative Site Evaluations …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…Fifty years of Data Envelopment Analysis (2024)Fifty years of Data Envelopme…The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis (2019)The curse of dimensionality o…Measuring corporate sustainability performance– the case of European food and beverage companies (2018)Measuring corporate sustainab…LASSO variable selection in data envelopment analysis with small datasets (2018)LASSO variable selection in d…Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback (2018)Assessing efficiency profiles…Integrated Analysis of Healthcare Efficiency: A Systematic Review (2017)Integrated Analysis of Health…Eco-efficiency measurement of coal-fired power plants in China using super efficiency data envelopment analysis (2017)Eco-efficiency measurement of…Dimension reduction in nonparametric models of production (2017)Dimension reduction in nonpar…Using data envelopment analysis for the assessment of technical efficiency of units with different specialisations: An application to agriculture (2015)Using data envelopment analys…Analysis on China's eco-innovations: Regulation context, intertemporal change and regional differences (2015)Analysis on China's eco-innov…MEASURING BANK EFFICIENCY: DEA APPLICATION (2014)MEASURING BANK EFFICIENCY: DE…Using independent component analysis and network DEA to improve bank performance evaluation (2013)Using independent component a…Measuring Eco-Inefficiency: A New Frontier Approach (2012)Measuring Eco-Inefficiency: A…Benchmarking airports from a managerial perspective (2012)Benchmarking airports from a …Guidelines for using variable selection techniques in data envelopment analysis (2011)Guidelines for using variable…Competition strategy and efficiency evaluation for decision making units with fixed-sum outputs (2011)Competition strategy and effi…The Measurement of Productive Efficiency (1957)Evaluating Program and Managerial Efficiency: An Application of Data Envelopment Analysis to Program Follow Through (1981)Applied data envelopment analysis (1991)Profitability and Marketability of the Top 55 U.S. Commercial Banks (1999)On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness (2018)An application procedure for DEA (1989)Data envelopment analysis with imprecise data (2002)Decisions with Multiple Objectives: Preferences and Value Tradeoffs. (1994)A survey of data envelopment analysis in energy and environmental studies (2007)Data envelopment analysis: Prior to choosing a model (2013)Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance (2019)Necessary Condition Analysis (NCA) (2015)Theory of Cost and Production Functions (2015)A slacks-based measure of efficiency in data envelopment analysis (2001)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)Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis (2002)Nonparametric frontier estimation: a robust approach (2002)Handbook of Quantitative Science and Technology Research (2005)Comparative analysis of MCDM methods for the assessment of sustainable housing affordability (2015)A comprehensive MCDM-based approach using TOPSIS, COPRAS and DEA as an auxiliary tool for material selection problems (2017)
this work references cited by second hop· second hop is a sample of the most-cited connections

References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 1984Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis16,773 cited
  • 1993A Procedure for Ranking Efficient Units in Data Envelopment Analysis3,691 cited
  • 1998Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models2,261 cited
  • 1985Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions1,718 cited
  • 2001Pitfalls and protocols in DEA1,623 cited
  • 1986Data envelopment analysis: Critique and extensions1,285 cited
  • 1994Efficiency and Cross-efficiency in DEA: Derivations, Meanings and Uses1,191 cited
  • 2000Statistical Inference in Nonparametric Frontier Models: The State of the Art1,053 cited
  • 2002Review of ranking methods in the data envelopment analysis context842 cited
  • 1990Polyhedral Cone-Ratio DEA Models with an illustrative application to large commercial banks722 cited
  • 1997Weights restrictions and value judgements in Data Envelopment Analysis: Evolution, development and future directions688 cited
  • 1986Comparative Site Evaluations for Locating a High-Energy Physics Lab in Texas675 cited
  • 1999Infeasibility Of Super-Efficiency Data Envelopment Analysis Models417 cited

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  • 1986Measuring efficiency : an assessment of data envelopment analysis415 cited
  • 1995Units invariant and translation invariant DEA models407 cited
  • Cited by

    • 2012Measuring Eco-Inefficiency: A New Frontier Approach178 cited
    • 2011Guidelines for using variable selection techniques in data envelopment analysis157 cited
    • 2012Benchmarking airports from a managerial perspective151 cited
    • 2019The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis145 cited
    • 2024Fifty years of Data Envelopment Analysis137 cited
    • 2017Integrated Analysis of Healthcare Efficiency: A Systematic Review131 cited
    • 2015Using data envelopment analysis for the assessment of technical efficiency of units with different specialisations: An application to agriculture108 cited
    • 2017Dimension reduction in nonparametric models of production97 cited
    • 2011Competition strategy and efficiency evaluation for decision making units with fixed-sum outputs93 cited
    • 2017Eco-efficiency measurement of coal-fired power plants in China using super efficiency data envelopment analysis90 cited
    • 2013Using independent component analysis and network DEA to improve bank performance evaluation84 cited
    • 2018Measuring corporate sustainability performance– the case of European food and beverage companies82 cited
    • 2018Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback78 cited
    • 2014MEASURING BANK EFFICIENCY: DEA APPLICATION78 cited
    • 2015Analysis on China's eco-innovations: Regulation context, intertemporal change and regional differences75 cited
    • 2018LASSO variable selection in data envelopment analysis with small datasets74 cited