A Data Envelopment Analysis Toolbox for MATLAB
Dublin Core
Title
A Data Envelopment Analysis Toolbox for MATLAB
Subject
data envelopment analysis, distance functions, technical efficiency, MATLAB
Description
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
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
Creator
José L. Zofío
Source
https://www.jstatsoft.org/article/view/v095i03
Publisher
Universidad Autónoma de Madrid
Erasmus Research Institute of Management
Erasmus University Rotterdam
Erasmus Research Institute of Management
Erasmus University Rotterdam
Date
October 2020
Contributor
Fajar bagus W
Format
PDF
Language
Inggris
Type
Text
Files
Collection
Citation
José L. Zofío, “A Data Envelopment Analysis Toolbox for MATLAB,” Repository Horizon University Indonesia, accessed April 5, 2025, https://repository.horizon.ac.id/items/show/8153.