Data Envelopment Analysis in the Presence of Both Quantitative and Qualitative Factors
提出一个框架,将序数数据因素纳入标准比率DEA模型,并以研发项目优先级排序为例展示应用,开发了两种处理序数数据的模型,并讨论了因素下界ε的选择问题。
This paper presents a framework for incorporating ordinal data factors into the standard ratio DEA model. An application involving the prioritization of R&D projects is presented as a case in point where such ordinal factors appear in a natural way. Two different models for incorporating ordinal data are developed; one in which the ordinal factors are ranked and one where they are not. Finally, the issue of selecting a lower bound ɛ on factors is addressed.