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WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES
16 references·16 citing·23 second hopsampled
WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES (2014)WHEN BIAS KILLS THE VARIANCE: CENTRAL LIM…Theory of Cost and Production Functions (2015)Theory of Cost and Production…Estimation and Inference in Nonparametric Frontier Models: Recent Developments and Perspectives (2013)Estimation and Inference in N…Two-stage DEA: caveat emptor (2011)Two-stage DEA: caveat emptorASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS (2008)ASYMPTOTICS AND CONSISTENT BO…FEAR: A software package for frontier efficiency analysis with R (2007)FEAR: A software package for …Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis (2007)Evaluating Contextual Variabl…Estimation and inference in two-stage, semi-parametric models of production processes (2005)Estimation and inference in t…Statistical Inference in Nonparametric Frontier Models: The State of the Art (2000)Statistical Inference in Nonp…A NOTE ON THE CONVERGENCE OF NONPARAMETRIC DEA ESTIMATORS FOR PRODUCTION EFFICIENCY SCORES (1998)A NOTE ON THE CONVERGENCE OF …Benefit and Distance Functions (1996)Benefit and Distance FunctionsFundamentals of Production Theory (1988)Fundamentals of Production Th…The Measurement of Efficiency of Production (1985)The Measurement of Efficiency…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…Efficiency Estimation of Production Functions (1972)Efficiency Estimation of Prod…The Measurement of Productive Efficiency (1957)The Measurement of Productive…The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020) (2022)The origins and development o…The Sources of Measured US Agricultural Productivity Growth: Weather, Technological Change, and Adaptation (2020)The Sources of Measured US Ag…INFERENCE IN DYNAMIC, NONPARAMETRIC MODELS OF PRODUCTION: CENTRAL LIMIT THEOREMS FOR MALMQUIST INDICES (2020)INFERENCE IN DYNAMIC, NONPARA…Hypothesis testing in nonparametric models of production using multiple sample splits (2020)Hypothesis testing in nonpara…Technical, allocative and overall efficiency: Estimation and inference (2019)Technical, allocative and ove…Central limit theorems and inference for sources of productivity change measured by nonparametric Malmquist indices (2019)Central limit theorems and in…Being on the Productivity Frontier: Identifying “Triple Aim Performance” Hospitals (2019)Being on the Productivity Fro…Aggregation of inputs and outputs prior to Data Envelopment Analysis under big data (2019)Aggregation of inputs and out…Weak disposability in nonparametric production analysis: A new taxonomy of reference technology sets (2018)Weak disposability in nonpara…Efficiency measurement and cross-country differences among schools: A robust conditional nonparametric analysis (2018)Efficiency measurement and cr…Dimension reduction in nonparametric models of production (2017)Dimension reduction in nonpar…Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese banking (2017)Data envelopment analysis, tr…Central Limit Theorems for Aggregate Efficiency (2017)Central Limit Theorems for Ag…Exploring factors affecting the level of happiness across countries: A conditional robust nonparametric frontier analysis (2016)Exploring factors affecting t…A DEA based composite measure of quality and its associated data uncertainty interval for health care provider profiling and pay-for-performance (2016)A DEA based composite measure…Is there a difference between the energy and CO2 emission performance for China’s thermal power industry? A bootstrapped directional distance function approach (2015)Is there a difference between…The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity (1982)Profit, Directional Distance Functions, and Nerlovian Efficiency (1998)Metafrontier frameworks for the study of firm-level efficiencies and technology ratios (2007)Energy and CO2 emission performance in electricity generation: A non-radial directional distance function approach (2012)Formulation and estimation of stochastic frontier production function models (1977)The measurement of efficiency and productivity of health care delivery (2008)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Exact and superlative index numbers (1976)An Almost Ideal Demand System (1980)Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models (1998)Giving According to GARP: An Experimental Test of the Consistency of Preferences for Altruism (2002)A survey of data envelopment analysis in energy and environmental studies (2007)Data Envelopment Analysis (2016)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)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)Using least squares and tobit in second stage DEA efficiency analyses (2008)Data envelopment analysis 1978–2010: A citation-based literature survey (2012)Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach (1989)Recent developments in DEA (1990)
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References

  • 1978Measuring the efficiency of decision making units29,755 cited
  • 1984Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis16,773 cited
  • 1957The Measurement of Productive Efficiency16,116 cited
  • 2005Estimation and inference in two-stage, semi-parametric models of production processes3,406 cited
  • 2015Theory of Cost and Production Functions2,790 cited
  • 1985The Measurement of Efficiency of Production2,139 cited
  • 1996Benefit and Distance Functions1,417 cited
  • 1972Efficiency Estimation of Production Functions1,243 cited
  • 2000Statistical Inference in Nonparametric Frontier Models: The State of the Art1,053 cited
  • 2007Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis782 cited
  • 2011Two-stage DEA: caveat emptor658 cited
  • 2007FEAR: A software package for frontier efficiency analysis with R476 cited
  • 2013Estimation and Inference in Nonparametric Frontier Models: Recent Developments and Perspectives382 cited
  • 1998A NOTE ON THE CONVERGENCE OF NONPARAMETRIC DEA ESTIMATORS FOR PRODUCTION EFFICIENCY SCORES377 cited
  • 1988Fundamentals of Production Theory373 cited

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  • 2008ASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS311 cited
  • Cited by

    • 2017Dimension reduction in nonparametric models of production97 cited
    • 2015Is there a difference between the energy and CO2 emission performance for China’s thermal power industry? A bootstrapped directional distance function approach89 cited
    • 2020Hypothesis testing in nonparametric models of production using multiple sample splits87 cited
    • 2017Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese banking82 cited
    • 2020The Sources of Measured US Agricultural Productivity Growth: Weather, Technological Change, and Adaptation71 cited
    • 2016Exploring factors affecting the level of happiness across countries: A conditional robust nonparametric frontier analysis61 cited
    • 2019Being on the Productivity Frontier: Identifying “Triple Aim Performance” Hospitals51 cited
    • 2016A DEA based composite measure of quality and its associated data uncertainty interval for health care provider profiling and pay-for-performance49 cited
    • 2019Aggregation of inputs and outputs prior to Data Envelopment Analysis under big data49 cited
    • 2022The origins and development of statistical approaches in non-parametric frontier models: a survey of the first two decades of scholarly literature (1998–2020)48 cited
    • 2018Efficiency measurement and cross-country differences among schools: A robust conditional nonparametric analysis47 cited
    • 2018Weak disposability in nonparametric production analysis: A new taxonomy of reference technology sets46 cited
    • 2020INFERENCE IN DYNAMIC, NONPARAMETRIC MODELS OF PRODUCTION: CENTRAL LIMIT THEOREMS FOR MALMQUIST INDICES41 cited
    • 2017Central Limit Theorems for Aggregate Efficiency35 cited
    • 2019Technical, allocative and overall efficiency: Estimation and inference34 cited
    • 2019Central limit theorems and inference for sources of productivity change measured by nonparametric Malmquist indices33 cited