Data envelopment analysis (DEA) is a nonparametric method in operations research and economics for the estimation of production frontiers.[1] DEA has been applied in a large range of fields including international banking, economic sustainability, police department operations, and logistical applications[2][3][4] Additionally, DEA has been used to assess the performance of natural language processing models, and it has found other applications within machine learning.[5][6][7]
^Charnes et al (1978)
^Charnes et al (1995)
^Emrouznejad et al (2016)
^Thanassoulis (1995)
^Koronakos and Sotiropoulos (2020)
^Zhou et al (2022)
^Guerrero et al (2022)
and 21 Related for: Data envelopment analysis information
Dataenvelopmentanalysis (DEA) is a nonparametric method in operations research and economics for the estimation of production frontiers. DEA has been...
splines, and wavelets. Dataenvelopmentanalysis provides efficiency coefficients similar to those obtained by multivariate analysis without any distributional...
President of the International DataEnvelopmentAnalysis Society and Editor-in-Chief of the DataEnvelopmentAnalysis Journal. Banker obtained his Bachelor...
resource-market inefficiency, and X-inefficiency might be analyzed using dataenvelopmentanalysis and similar methods. Efficiency is often measured as the ratio...
(2018). Environmental Assessment on Energy and Sustainability by DataEnvelopmentAnalysis. Wiley. p. 496. ISBN 978-1-118-97933-4. Vodden, K; Cunsolo, A...
common forms of quantitative analysis used in metric benchmarking are dataenvelopmentanalysis (DEA) and regression analysis. DEA estimates the cost level...
popular for estimating production efficiency are dataenvelopmentanalysis and stochastic frontier analysis. See the recent book by Sickles and Zelenyuk (2019)...
comparison to optimal productivity using stochastic frontier analysis or dataenvelopmentanalysis. An alternative approach is to look at latency times and...
known for his seminal work in dataenvelopmentanalysis, as well as his applications of management science to policy analysis and environmental policy. Rhodes...
"Performance of Tourist Centres in Uttar Pradesh: An Evaluation Using DataEnvelopmentAnalysis" (PDF). ASCI Journal of Management. 40 (1). Administrative Staff...
to Linear Programming. His works influenced the development of Dataenvelopmentanalysis (DEA) method. Charnes received his bachelor's degree in 1938,...
(2018). Environmental Assessment on Energy and Sustainability by DataEnvelopmentAnalysis. Wiley. p. 496. ISBN 978-1-118-97933-4. Vodden, K. and Cunsolo...
models, survival analysis, quantile regression (linear and count), panel data, stochastic frontier and dataenvelopmentanalysis, count data, and time series...
programming and combinatorial programming. Her computer codes for dataenvelopmentanalysis and for the traveling salesman problem were all made freely available...
comparison to optimal productivity using stochastic frontier analysis or dataenvelopmentanalysis. One difficulty in creating a generalized efficiency measure...
"Benchmarking telecommunication service in India: An application of dataenvelopmentanalysis". Benchmarking. 15 (5): 584–598. doi:10.1108/14635770810903169...
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