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A procedure for large-scale DEA computations
12 references·2 citing·28 second hop
A procedure for large-scale DEA computations (2008)A procedure for large-scale DEA computati…A computational study of DEA with massive data sets (2006)A computational study of DEA …Technical Efficiency of the Brazilian Municipalities: Correcting Nonparametric Frontier Measurements for Outliers (2005)Technical Efficiency of the B…Identifying Outliers in Multi-Output Models (2004)Identifying Outliers in Multi…Output–input ratio analysis and DEA frontier (2002)Output–input ratio analysis a…Parallel and hierarchical decomposition approaches for solving large-scale Data Envelopment Analysis models (1997)Parallel and hierarchical dec…Decomposition of the Fisher Ideal Index of Productivity: A Non-Parametric Dual Analysis of US Airlines Data (1996)Decomposition of the Fisher I…Data Envelopment Analysis: Theory, Methodology, and Applications (1994)Data Envelopment Analysis: Th…Computational Aspects of DEA (1994)Computational Aspects of DEAStreamlined computation for data envelopment analysis (1993)Streamlined computation for d…Efficient algorithm for additive and multiplicative models in data envelopment analysis (1989)Efficient algorithm for addit…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…Big data efficiency analysis: Improved algorithms for data envelopment analysis involving large datasets (2021)Big data efficiency analysis:…A unified model for detecting efficient and inefficient outliers in data envelopment analysis (2009)A unified model for detecting…A slacks-based measure of efficiency in data envelopment analysis (2001)An Algorithm for Data Envelopment Analysis (2010)Aggregation of inputs and outputs prior to Data Envelopment Analysis under big data (2019)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)Explaining differences in efficiency: an application to Spanish municipalities (2008)COOPER-framework: A unified process for non-parametric projects (2010)Bank supervision, regulation, and efficiency: Evidence from the European Union (2011)Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions (1985)Data envelopment analysis: The evolution of the state of the art (1978?1995) (1996)Effects of excluding the column being scored from the DEA envelopment LP technology matrix (1997)Data envelopment analysis and big data (2018)The Measurement of Productive Efficiency (1957)The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity (1982)Data envelopment analysis theory and techniques for economics and operations research (2004)Data Envelopment Analysis (2004)Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries (2016)Carbon neutral growth from 2020 strategy and airline environmental inefficiency: A Network Range Adjusted Environmental Data Envelopment Analysis (2017)General competitive analysis (1971)Theory of Cost and Production Functions (2015)An effective total ranking model for a ranked voting system (2004)Negative data in DEA: a directional distance approach applied to bank branches (2004)Using the DEA-R model in the hospital industry to study the pseudo-inefficiency problem (2010)Assessing the impact of organizational practices on the relative productivity of university technology transfer offices: an exploratory study (2002)Estimation and inference in two-stage, semi-parametric models of production processes (2005)Handbook on Constructing Composite Indicators (2005)A slacks-based measure of super-efficiency in data envelopment analysis (2002)Efficiency evaluation based on data envelopment analysis in the big data context (2017)Economic Efficiency and Frontier Techniques (2004)
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References

  • 1978Measuring the efficiency of decision making units29,914 cited
  • 1984Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis16,854 cited
  • 1994Data Envelopment Analysis: Theory, Methodology, and Applications2,893 cited
  • 2005Technical Efficiency of the Brazilian Municipalities: Correcting Nonparametric Frontier Measurements for Outliers175 cited
  • 1993Streamlined computation for data envelopment analysis109 cited
  • 1996Decomposition of the Fisher Ideal Index of Productivity: A Non-Parametric Dual Analysis of US Airlines Data98 cited
  • 1997Parallel and hierarchical decomposition approaches for solving large-scale Data Envelopment Analysis models76 cited
  • 1994Computational Aspects of DEA76 cited
  • 2002Output–input ratio analysis and DEA frontier61 cited
  • 2006A computational study of DEA with massive data sets57 cited
  • 2004Identifying Outliers in Multi-Output Models34 cited
  • 1989Efficient algorithm for additive and multiplicative models in data envelopment analysis32 cited

Cited by

  • 2009A unified model for detecting efficient and inefficient outliers in data envelopment analysis31 cited
  • 2021Big data efficiency analysis: Improved algorithms for data envelopment analysis involving large datasets

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27 cited