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Combining stochastic DEA with Bayesian analysis to obtain statistical properties of the efficiency scores: An application to Greek public hospitals
13 references·16 citing·39 second hop
Combining stochastic DEA with Bayesian analysis to obtain statistical properties of the efficiency scores: An application to Greek public hospitals (2014)Combining stochastic DEA with Bayesian an…Hotel efficiency: A bootstrapped metafrontier approach (2012)Hotel efficiency: A bootstrap…Data envelopment analysis, operational research and uncertainty (2009)Data envelopment analysis, op…ASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS (2008)ASYMPTOTICS AND CONSISTENT BO…Metafrontier frameworks for the study of firm-level efficiencies and technology ratios (2007)Metafrontier frameworks for t…Measuring Efficiency in Health Care (2006)Measuring Efficiency in Healt…Vendor performance with supply risk: A chance-constrained DEA approach (2005)Vendor performance with suppl…Technology Gap, Efficiency, and a Stochastic Metafrontier Function (2002)Technology Gap, Efficiency, a…Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models (1998)Sensitivity Analysis of Effic…Chance Constrained Efficiency Evaluation (1995)Chance Constrained Efficiency…Posterior analysis of stochastic frontier models using Gibbs sampling (1994)Posterior analysis of stochas…Chance‐constrained data envelopment analysis (1993)Chance‐constrained data envel…Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)Some Models for Estimating Te…Chance-Constrained Programming (1959)Chance-Constrained ProgrammingThe Core of Healthcare Efficiency: A Comprehensive Bibliometric Review on Frontier Analysis of Hospitals (2022)The Core of Healthcare Effici…A network Data Envelopment Analysis to estimate nations’ efficiency in the fight against SARS-CoV-2 (2022)A network Data Envelopment An…Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach (2021)Sustainably resilient supply …Measuring operational efficiency of isolation hospitals during COVID-19 pandemic using data envelopment analysis: a case of Egypt (2021)Measuring operational efficie…A robust credibility DEA model with fuzzy perturbation degree: An application to hospitals performance (2021)A robust credibility DEA mode…A new approach for evaluating technology inequality and diffusion barriers: The concept of efficiency Gini coefficient and its application in Chinese provinces (2021)A new approach for evaluating…Regional logistics efficiency and performance in China along the Belt and Road Initiative: The analysis of integrated DEA and hierarchical regression with carbon constraint (2020)Regional logistics efficiency…Regional Differences and Influencing Factors of Allocation Efficiency of Rural Public Health Resources in China (2020)Regional Differences and Infl…The potential for energy saving and carbon emission reduction in China’s regional industrial sectors (2019)The potential for energy savi…Modeling undesirable output with a DEA approach based on an exponential transformation: An application to measure the energy efficiency of Chinese industry (2019)Modeling undesirable output w…Efficiency of medical service systems in the rural areas of Mainland China: a comparative study from 2013 to 2017 (2019)Efficiency of medical service…Assessing regional environmental efficiency in China with distinguishing weak and strong disposability of undesirable outputs (2019)Assessing regional environmen…Technical efficiency of private sector hospitals in India using data envelopment analysis (2018)Technical efficiency of priva…An alternative metafrontier framework for measuring the heterogeneity of technology (2018)An alternative metafrontier f…Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter? (2017)Assessing the financial and o…Incorporating risk into bank efficiency: A satisficing DEA approach to assess the Greek banking crisis (2014)Incorporating risk into bank …Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error (1977)Formulation and estimation of stochastic frontier production function models (1977)A model for technical inefficiency effects in a stochastic frontier production function for panel data (1995)A metafrontier approach for measuring an environmentally sensitive productivity growth index (2009)Energy efficiency and production technology heterogeneity in China: A meta-frontier DEA approach (2013)Different types of environmental regulations and the heterogeneous influence on the environmental total factor productivity: Empirical analysis of China's industry (2018)Vendor selection criteria and methods (1991)What is the Right Supply Chain for Your Product (1997)Supplier selection problem: integrating DEA with the approaches of total cost of ownership and AHP (2007)Fuzzy multi-objective programming for supplier selection and risk modeling: A possibility approach (2009)Strategic supplier selection under sustainability and risk criteria (2018)The Measurement of Productive Efficiency (1957)A Behavioral Theory of the Firm (1964)Measuring the efficiency of decision making units (1978)Efficiency of mutual funds and portfolio performance measurement: A non-parametric approach (1997)Data Envelopment Analysis (2004)Measuring the efficiency of decision-making units (1979)Optimal bandwidth selection for conditional efficiency measures: A data-driven approach (2009)Bootstrap-DEA analysis of BRICS’ energy efficiency based on small sample data (2013)Central limit theorems for conditional efficiency measures and tests of the ‘separability’ condition in non‐parametric, two‐stage models of production (2017)Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data (1988)An Introduction to Efficiency and Productivity Analysis (2005)A global Malmquist-Luenberger productivity index (2010)Energy efficiency, CO2 emission performance and technology gaps in fossil fuel electricity generation in Korea: A meta-frontier non-radial directional distance functionanalysis (2013)A survey of data envelopment analysis in energy and environmental studies (2007)Data envelopment analysis (DEA) – Thirty years on (2008)Necessary Condition Analysis (NCA) (2015)Theory of Cost and Production Functions (2015)Deterministic Equivalents for Optimizing and Satisficing under Chance Constraints (1963)Optimization under uncertainty: state-of-the-art and opportunities (2003)Stochastic Programming (2010)Statistical inference and nonparametric efficiency: A selective survey (1996)Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA (2014)A Procedure for Ranking Efficient Units in Data Envelopment Analysis (1993)A slacks-based measure of efficiency in data envelopment analysis (2001)A slacks-based measure of super-efficiency in data envelopment analysis (2002)Stochastic Frontier Analysis of Hospital Inefficiency (2007)Changes in hospital efficiency after privatization (2012)International comparisons of the technical efficiency of the hospital sector: Panel data analysis of OECD countries using parametric and non-parametric approaches (2013)
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References

  • 1984Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis16,773 cited
  • 1959Chance-Constrained Programming2,748 cited
  • 1998Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models2,261 cited
  • 2007Metafrontier frameworks for the study of firm-level efficiencies and technology ratios1,386 cited
  • 2002Technology Gap, Efficiency, and a Stochastic Metafrontier Function558 cited
  • 1993Chance‐constrained data envelopment analysis425 cited
  • 2006Measuring Efficiency in Health Care350 cited
  • 1995Chance Constrained Efficiency Evaluation336 cited
  • 2008ASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS311 cited
  • 2005Vendor performance with supply risk: A chance-constrained DEA approach283 cited
  • 2012Hotel efficiency: A bootstrapped metafrontier approach157 cited
  • 1994Posterior analysis of stochastic frontier models using Gibbs sampling154 cited
  • 2009Data envelopment analysis, operational research and uncertainty131 cited

Cited by

  • 2019Modeling undesirable output with a DEA approach based on an exponential transformation: An application to measure the energy efficiency of Chinese industry102 cited

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  • 2017Assessing the financial and outreach efficiency of microfinance institutions: Do age and size matter?98 cited
  • 2019The potential for energy saving and carbon emission reduction in China’s regional industrial sectors95 cited
  • 2014Incorporating risk into bank efficiency: A satisficing DEA approach to assess the Greek banking crisis86 cited
  • 2021Sustainably resilient supply chains evaluation in public transport: A fuzzy chance-constrained two-stage DEA approach73 cited
  • 2020Regional logistics efficiency and performance in China along the Belt and Road Initiative: The analysis of integrated DEA and hierarchical regression with carbon constraint69 cited
  • 2019Assessing regional environmental efficiency in China with distinguishing weak and strong disposability of undesirable outputs67 cited
  • 2019Efficiency of medical service systems in the rural areas of Mainland China: a comparative study from 2013 to 201763 cited
  • 2022A network Data Envelopment Analysis to estimate nations’ efficiency in the fight against SARS-CoV-260 cited
  • 2021A new approach for evaluating technology inequality and diffusion barriers: The concept of efficiency Gini coefficient and its application in Chinese provinces59 cited
  • 2018Technical efficiency of private sector hospitals in India using data envelopment analysis52 cited
  • 2021Measuring operational efficiency of isolation hospitals during COVID-19 pandemic using data envelopment analysis: a case of Egypt52 cited
  • 2018An alternative metafrontier framework for measuring the heterogeneity of technology50 cited
  • 2020Regional Differences and Influencing Factors of Allocation Efficiency of Rural Public Health Resources in China47 cited
  • 2021A robust credibility DEA model with fuzzy perturbation degree: An application to hospitals performance45 cited
  • 2022The Core of Healthcare Efficiency: A Comprehensive Bibliometric Review on Frontier Analysis of Hospitals38 cited