DEA-discriminant analysis in the view of goal programming
DEA-discriminant analysis in the view of goal programming
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DOI：
10.1016/s0377-2217(98)00014-9
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发表时间：
1999-06
期刊：
影响因子：
--
通讯作者：
T. Sueyoshi
中科院分区：
文献类型：
--
作者：
T. Sueyoshi
本文从GP（目标规划）的角度分析DEA（数据包络分析）和DA（判别分析）之间的异同。基于这样的特征，本文提出了一种新型的 DA 技术，称为“DEA 判别分析（DEA-DA）”，它将 DEA 的方法论优势融入到 DA 公式中。本研究将提出的 DEA-DA 方法应用于说明性数据集和与日本银行相关的真实案例研究。通过与其他DA方法的比较，证实了DEA-DA的重要性。
This article identifies differences and similarities between DEA (Data Envelopment Analysis) and DA (Discriminant Analysis) in the view of GP (Goal Programming). Based upon such characterization, this article proposes a new type of DA technique, referred to as “DEA-Discriminant Analysis (DEA-DA)”, that incorporates a methodological strength of DEA into the DA formulation. This research applies the proposed DEA-DA method to both an illustrative data set and a real case study related to Japanese banks. The importance of DEA-DA is confirmed by comparing it with other DA methods.