A Data Envelopment Analysis Toolbox for MATLAB
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.
|Keywords||data envelopment analysis, distance functions, technical efficiency, MATLAB|
|Persistent URL||dx.doi.org/10.18637/jss.v095.i03, hdl.handle.net/1765/130845|
|Journal||Journal of Statistical Software (Online)|
Álvarez, I.C, Barbero, J, & Zofio Prieto, J.L. (2020). A Data Envelopment Analysis Toolbox for MATLAB. In Journal of Statistical Software (Online) (Vol. 95). doi:10.18637/jss.v095.i03