Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Rebecca Killick, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: Inmaculada C. Álvarez, Javier Barbero, José L. Zofío
Title: A Data Envelopment Analysis Toolbox for MATLAB
Abstract: 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.

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Paper: A Data Envelopment Analysis Toolbox for MATLAB     Download PDF (Downloads: 1278)
Supplements:
DEAMATLAB_1.0.zip: Source code Download (Downloads: 367; 58KB)
v95i03.m: MATLAB replication code Download (Downloads: 244; 7KB)
DataAgriculture.mat: Replication materials Download (Downloads: 225; 14KB)
DOI: 10.18637/jss.v095.i03

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.