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Data Envelopment Analysis (Productivity)×Analiza omotača podataka (CCR model) za rangiranje zasnovano na efikasnosti×Stohastička analiza granične proizvodnje (SFA)×
OblastEkonomijaDonošenje odlukaEkonometrija
PorodicaProcess / pipelineMCDMRegression model
Godina nastanka197819781977
TvoracCharnes, Cooper & Rhodes (building on Farrell 1957)Charnes, A., Cooper, W. W., Rhodes, E.Aigner, Lovell & Schmidt (1977); Battese & Coelli (1995) for panels
TipNonparametric linear-programming efficiency frontierNon-parametric efficiency frontier (CCR model)Frontier regression model
Temeljni izvorCharnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. DOI ↗Charnes, A., Cooper, W. W., Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research DOI ↗Aigner, D., Lovell, C.A.K. & Schmidt, P. (1977). Formulation and Estimation of Stochastic Frontier Production Function Models. Journal of Econometrics, 6(1), 21–37. DOI ↗
Drugi naziviDEA Efficiency Analysis, Nonparametric Frontier Efficiency, CCR/BCC Efficiency Measurement, Production Frontier DEASFA, stochastic frontier model, stochastic production frontier, Stokastik Sınır Analizi (SFA)
Srodne503
SažetakData envelopment analysis (DEA) is a nonparametric, linear-programming technique for measuring the relative productive efficiency of comparable units — firms, plants, hospitals, schools, bank branches — that convert multiple inputs into multiple outputs. Introduced by Charnes, Cooper, and Rhodes in 1978 and rooted in Farrell's 1957 work on efficiency measurement, it constructs a best-practice frontier that envelops the observed data and scores each unit by its distance to that frontier, requiring no assumed functional form for the production technology.DEA (Data Envelopment Analysis (CCR model) for efficiency-based ranking) is a dea multi-criteria decision-making (MCDM) method introduced by Charnes, A., Cooper, W. W., Rhodes, E. in 1978. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result.Stochastic Frontier Analysis is a frontier regression model, introduced by Aigner, Lovell and Schmidt in 1977, that estimates a production, cost, or profit function while separating each unit's technical inefficiency from ordinary statistical noise. It splits the error term into a symmetric random component and a one-sided inefficiency component, producing firm- or country-level efficiency scores.
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ScholarGateUporedite metode: Data Envelopment Analysis (Productivity) · DEA · Stochastic Frontier Analysis. Preuzeto 2026-06-24 sa https://scholargate.app/sr/compare