Combining stochastic DEA with Bayesian analysis to obtain statistical properties of the efficiency scores: an application to Greek public hospitals

DOI10.1016/j.ejor.2014.11.012zbMath1346.90551OpenAlexW1968165569MaRDI QIDQ319077

Michael A. Talias, Ioannis Mitropoulos, Panagiotis Mitropoulos

Publication date: 6 October 2016

Published in: European Journal of Operational Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ejor.2014.11.012

zbMATH Keywords

data envelopment analysisBayesian inferencemetafrontierstochastic DEA

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of mathematical programming (90C90) Special problems of linear programming (transportation, multi-index, data envelopment analysis, etc.) (90C08) Case-oriented studies in operations research (90B90)

Related Items (5)

Measuring performance in the presence of noisy data with targeted desirable levels: evidence from healthcare units ⋮ DEA cross-efficiency evaluation based on Pareto improvement ⋮ Assessing Panamanian hospitals' performance with alternative frontier methods ⋮ Computational tractability of chance constrained data envelopment analysis ⋮ A coherent approach to Bayesian data envelopment analysis

Cites Work

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• Data envelopment analysis, operational research and uncertainty
• A comparison of chance-constrained DEA and stochastic frontier analysis: bank efficiency in Taiwan
• Chance Constrained Efficiency Evaluation
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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