Data envelopment analysis: from foundations to modern advancements

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Cites Work

Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis
Measuring the efficiency of decision making units
ASYMPTOTICS AND CONSISTENT BOOTSTRAPS FOR DEA ESTIMATORS IN NONPARAMETRIC FRONTIER MODELS
Estimation and inference in two-stage, semi-parametric models of production processes
Nonparametric stochastic frontiers: a local maximum likelihood approach
Aggregation of Malmquist productivity indexes allowing for reallocation of resources
Network data envelopment analysis: a review
Combining stochastic DEA with Bayesian analysis to obtain statistical properties of the efficiency scores: an application to Greek public hospitals
Decomposing profit efficiency using a slack-based directional distance function
Modelling pollution-generating technologies in performance benchmarking: recent developments, limits and future prospects in the nonparametric framework
Modelling weak disposability in data envelopment analysis under relaxed convexity assumptions
Explaining inefficiency in nonparametric production models: the state of the art
A computationally efficient, consistent bootstrap for inference with non-parametric DEA estimators
Polyhedral cone-ratio DEA models with an illustrative application to large commercials banks
A gamma-distributed stochastic frontier model
Continuity of measures of technical efficiency
Linearly interpolated FDH efficiency score for nonconvex frontiers
Asymptotic distribution of conical-hull estimators of directional edges
Theory of integer-valued data envelopment analysis
A simple derivation of scale elasticity in data envelopment analysis
Improving discrimination in data envelopment analysis: PCA-DEA or variable reduction
Erratum to ``Network DEA: a slacks-based measure approach [European Journal of Operational Research 197 (2009) 243-252]
Quantitative models for performance evaluation and benchmarking. Data envelopment analysis with spreadsheets. With CD-ROM.
Evaluating physician efficiency in hospitals: A multivariate analysis of best practices
Likelihood functions for generalized stochastic frontier estimation
A Monte Carlo study of estimators of stochastic frontier production functions
Maximum likelihood estimation of econometric frontier functions
Estimation of returns to scale using data envelopment analysis
Formulation and estimation of stochastic frontier production function models
Profit, directional distance functions, and Nerlovian efficiency
Data envelopment analysis vs. principal component analysis: An illustrative study of economic performance of Chinese cities
Efficiency of a fixed but allocatable input: A non-parametric approach
Non-parametric tests of returns to scale
Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese banking
Central limit theorems and inference for sources of productivity change measured by nonparametric Malmquist indices
Dimension reduction in nonparametric models of production
Weak disposability in nonparametric production analysis: a new taxonomy of reference technology sets
Efficiency of banks in a developing economy: The case of India.
On aggregate Farrell efficiencies
Modeling undesirable factors in efficiency evaluation: comment
Environmental efficiency with multiple environmentally detrimental variables; estimated with SFA and DEA
Data sharpening for improving central limit theorem approximations for data envelopment analysis-type efficiency estimators
Improving finite sample approximation by central limit theorems for estimates from data envelopment analysis
Inferring the incidence of industry inefficiency from DEA estimates
Measurement of returns to scale using non-radial DEA models
Aggregation of inputs and outputs prior to data envelopment analysis under big data
Technical, allocative and overall efficiency: estimation and inference
A coherent approach to Bayesian data envelopment analysis
A scale elasticity measure for directional distance function and its dual: theory and DEA estimation
Benefit and distance functions
Directional distance functions and slacks-based measures of efficiency
A survey of data envelopment analysis in energy and environmental studies
Aggregation of Malmquist productivity indexes
Sensitivity analysis of efficiency scores: How to bootstrap in nonparametric frontier models
The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity
The Measurement of Waste within the Production Sector of an Open Economy
Data Envelopment Analysis as Nonparametric Least-Squares Regression
Remarks on Some Nonparametric Estimates of a Density Function
Econometric analysis of productivity: Theory and implementation in R
Resource-Use Efficiency in Public Schools: A Study of Connecticut Data
On Testing Equality of Distributions of Technical Efficiency Scores
Representation theorem for convex nonparametric least squares
A Nonparametric Cost Approach to Scale Efficiency
A Comparative Application of Data Envelopment Analysis and Translog Methods: An Illustrative Study of Hospital Production
Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error
Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation
Nonparametric testing of closeness between two unknown distribution functions
Measurement of Productivity and Efficiency
Calculating scale elasticity in DEA models
Production trade-offs and weight restrictions in data envelopment analysis
Central Limit Theorems for Aggregate Efficiency
A Unifying Framework for Farrell Profit Efficiency Measurement
Performance Analysis: Economic Foundations and Trends
Combining the Virtues of Stochastic Frontier and Data Envelopment Analysis
WHEN BIAS KILLS THE VARIANCE: CENTRAL LIMIT THEOREMS FOR DEA AND FDH EFFICIENCY SCORES
Weight Restrictions and Free Production in Data Envelopment Analysis
Regularization and Variable Selection Via the Elastic Net
Estimation and Inference in Nonparametric Frontier Models: Recent Developments and Perspectives
Efficiency Estimation of Production Functions
The Coefficient of Resource Utilization
Index numbers and indifference surfaces
Robust Efficiency Analysis of Public Hospitals in Queensland, Australia
Linear programming. Foundations and extensions
Evaluation of deregulated airline networks using data envelopment analysis combined with principal component analysis with an application to Western Europe
Bayesian artificial neural networks for frontier efficiency analysis
Statistical Approaches for Non‐parametric Frontier Models: A Guided Tour
Inference for aggregate efficiency: theory and guidelines for practitioners
Statistical inference for aggregation of Malmquist productivity indices
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