文章基本信息

标题：A Data Envelopment Analysis Toolbox for MATLAB
本地全文：下载
作者：Inmaculada C. Álvarez ; Javier Barbero ; José L. Zofío 等
期刊名称：Journal of Statistical Software
印刷版ISSN：1548-7660
电子版ISSN：1548-7660
出版年度：2020
卷号：95
期号：1
页码：1-49
DOI：10.18637/jss.v095.i03
出版社：University of California, Los Angeles
摘要：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.
关键词：data envelopment analysis;distance functions;technical efficiency;MATLAB.
其他关键词：data envelopment analysis;distance functions;technical efficiency;MATLAB