Marginal rates of technical changes and impact in stochastic data envelopment analysis: An application in power industry

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dc.authoridAmirteimoori, Alireza/0000-0003-4160-8509
dc.authoridAllahviranloo, Tofigh/0000-0002-6673-3560
dc.authorwosidAmirteimoori, Alireza/I-7703-2019
dc.authorwosidAllahviranloo, Tofigh/V-4843-2019
dc.contributor.authorAmirteimoori, Alireza
dc.contributor.authorAllahviranloo, Tofigh
dc.contributor.authorKhoshandam, Leila
dc.date.accessioned2024-05-19T14:46:48Z
dc.date.available2024-05-19T14:46:48Z
dc.date.issued2024
dc.departmentİstinye Üniversitesien_US
dc.description.abstractMarginal rates of technical changes and marginal impact are useful tools to calculate the trade-offs between production factors in a production process. In the data envelopment analysis (DEA) framework, the calculation of these trade-offs (marginal rates of technical substitution, marginal rates of transformation, marginal productivity and marginal costs) using the existing deterministic approaches may be sensitive to uncertainty and variability of the input and output data. Therefore, in this contribution, we introduce a stochastic DEA model based on chance constrained programming to develop a measure of the marginal rates of firms facing data uncertainty. In this contribution, chance-constrained programming is used to develop a procedure to calculate these trade-offs. Our proposed stochastic procedure is applied to sample data on 31 power plants. The empirical results on marginal rates obtained from our proposed stochastic programs revealed that the results are different at various tolerance levels of chance constraints.en_US
dc.identifier.doi10.1016/j.eswa.2023.121722
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.scopus2-s2.0-85171840817en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttps://doi.org10.1016/j.eswa.2023.121722
dc.identifier.urihttps://hdl.handle.net/20.500.12713/5596
dc.identifier.volume237en_US
dc.identifier.wosWOS:001084682600001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofExpert Systems With Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240519_kaen_US
dc.subjectStochastic Data Envelopment Analysisen_US
dc.subjectTechnical Efficiencyen_US
dc.subjectMarginal Rates Of Changesen_US
dc.subjectPower Plantsen_US
dc.titleMarginal rates of technical changes and impact in stochastic data envelopment analysis: An application in power industryen_US
dc.typeArticleen_US

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