An epsilon-based measure of efficiency in DEA - A third pole of technical efficiency

被引：419

作者：

Tone, Kaoru ^{[1
]}

Tsutsui, Miki ^{[2
]}

机构：

[1] Natl Grad Inst Policy Studies, Minato Ku, Tokyo 1068677, Japan

[2] Cent Res Inst Elect Power Ind, Komae, Tokyo 2018511, Japan

来源：

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH | 2010年 / 207卷 / 03期

基金：

日本学术振兴会;

关键词：

Data envelopment analysis; CCR; SBM; EBM; Principal component analysis; PRINCIPAL COMPONENT ANALYSIS; ENVELOPMENT;

D O I：

10.1016/j.ejor.2010.07.014

中图分类号：

C93 [管理学];

学科分类号：

12 ; 1201 ; 1202 ; 120202 ;

摘要：

In DEA, we have two measures of technical efficiency with different characteristics: radial and non-radial. In this paper we compile them into a composite model called "epsilon-based measure (EBM)." For this purpose we introduce two parameters which connect radial and non-radial models. These two parameters are obtained from the newly defined affinity index between inputs or outputs along with principal component analysis on the affinity matrix. Thus, EBM takes into account diversity of input/output data and their relative importance for measuring technical efficiency. (C) 2010 Elsevier BM. All rights reserved.

引用

页码：1554 / 1563

页数：10

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