A data envelopment analysis toolbox for Matlab
Entity
UAM. Departamento de Análisis Económico, Teoría Económica e Historia EconómicaPublisher
Universität Innsbruck. Institut für StatistikDate
2020-10-07Citation
10.18637/jss.v095.i03
Journal of Statistical Software 95.3 (2020): 1-49
ISSN
1548-7660DOI
10.18637/jss.v095.i03Funded by
Javier Barbero and José L. Zofío thank the financial support from the Spanish Ministry for Economy and Competitiveness (Ministerio de Economía, Industria y Competitividad), the State Research Agency (Agencia Estatal de Investigacion) and the European Regional Development Fund (Fondo Europeo de Desarrollo Regional) under grants PID2019-105952GBI00 (AEI/FEDER,UE), and ECO2016-79650-P (AEI/FEDER, UE)Project
Gobierno de España. PID2019-105952GBI00; Gobierno de España. ECO2016-79650-PEditor's Version
http://doi.org/10.18637/jss.v095.i03Subjects
Data envelopment analysis; Distance functions; MATLAB; Technical efficiency; EconomíaAbstract
The Data Envelopment Analysis Toolbox is a new package for MATLAB that includes functions to calculate the main data envelopment analysis models. The package includes code for the standard radial input, output and additive measures, allowing for constant and variable returns to scale, as well as recent developments related to the directional distance function, and including both desirable and undesirable outputs when measuring efficiency and productivity; i.e., Malmquist and Malmquist-Luenberger indices. Bootstrapping to perform statistical analysis is also included. This paper describes the methodology and implementation of the functions, and reports numerical results using a reliable productivity database on US agriculture to illustrate their use.
Files in this item
Google Scholar:Álvarez Ayuso, Inmaculada
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Barbero Jiménez, Javier
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Zofío Prieto, José Luis
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