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Data Envelopment Analysis (DEA) in the Educational Sciences. [PDF]

open access: yesJ Exp Educ, 2022
Using methods like linear regression or latent variable models, researchers are often interested in maximizing explained variance and identifying the importance of specific variables within their models. These models are useful for understanding general ideas and trends, but often give limited insight into the individuals within said models.
Shero JA   +3 more
europepmc   +3 more sources

Evaluation and ranking of manufactured cars in Iran using Network Data Envelopment Analysis model [PDF]

open access: yesRevista Română de Informatică și Automatică, 2020
Data Envelopment Analysis (DEA) is a mathematical programming-based approach to evaluating and ranking decision-making units (DMUs) with multiple inputs and outputs.
Kamran JALILIAN   +1 more
doaj   +1 more source

The survey of data envelopment analysis models in fuzzy stochastic environments [PDF]

open access: yesInternational Journal of Research in Industrial Engineering, 2019
One of the best techniques for evaluating the performance of organizations is data envelopment analysis. Data Envelopment Analysis (DEA) is a non-parametric method for evaluating the performance of decision-making units (DMUs) that recognizes the ...
F. Z. Montazeri
doaj   +1 more source

Cost efficiency and return to scale in a two-stage network supply chain: Case study of drink companies in Iran [PDF]

open access: yesمجله مدل سازی در مهندسی, 2018
Data Envelopment Analysis (DEA) is a powerful tool to evaluate the performance of decision-making units. Some of decision- making units consist of several parts or stages that make a network of sub-processes.
amir rahimi   +1 more
doaj   +1 more source

An overview of data envelopment analysis models in fuzzy stochastic environments [PDF]

open access: yesJournal of Fuzzy Extension and Applications, 2020
One of the appropriate and efficient tools in the field of productivity measurement and evaluation is data envelopment analysis, which is used as a non-parametric method to calculate the efficiency of decision-making units.
Fatemeh Zahra Montazeri
doaj   +1 more source

Using goal programming method to solve DEA problems with value judgments [PDF]

open access: yesYugoslav Journal of Operations Research, 2014
Data envelopment analysis (DEA) is a linear programming approach for measuring relative efficiency of peer decision making units that have multiple inputs and outputs.
Izadikhah M.   +2 more
doaj   +1 more source

Using Robust-DEA optimization approach to analyze performance and efficiency of a mine in north of Iran [PDF]

open access: yesManagement Science Letters, 2017
Performance of mines can be affected by different factors such as safety and economic factors. This study aims to analyze the influence of safety and economic factors on mines’ performance.
Masoud , Hamed , Neda
doaj   +1 more source

Prediksi Pencapaian Target Kerja Menggunakan Metode Deep Learning dan Data Envelopment Analysis

open access: yesJuTISI (Jurnal Teknik Informatika dan Sistem Informasi), 2020
Along with the rapid development of technology, especially in the computer field, several methods have been developed for target setting. Data Envelopment Analysis (DEA) is commonly employed to analyze efficiency levels based on historical data with ...
David Sanjaya, Setia Budi
doaj   +1 more source

Measuring efficiency in transport: the state of the art of applying data envelopment analysis / Transporto efektyvumo nustatymas: naujausi duomenys atliekant paviršinę duomenų analizę /

open access: yesTransport, 2011
Data Envelopment Analysis (DEA) is a non-parametric linear programming method used for determining the efficiency of a set of companies as compared to the best practice frontier.
Rita Markovits-Somogyi
doaj   +1 more source

Neutrosophic perspective on DEA

open access: yesJournal of Applied Research on Industrial Engineering, 2018
Several attempts have been made to deal with uncertain input and output data in Data Envelopment Analysis (DEA). However, due to the limitation of these methods, they cannot be applied for solving DEA with indeterminacy, impreciseness, vagueness ...
Seyed Ahmad Edalatpanah
doaj   +1 more source

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