A homothetic reference technology in data envelopment analysis

被引:4
|
作者
Olesen, Ole B. [1 ]
机构
[1] Univ Southern Denmark, Dept Econ & Business, Odense, Denmark
关键词
Data enveopment analysis; DEA based estimation of a homothetic; production function; Convex hull; Homothetic hull; lsoquant estimation; Intersection and sum form; COST-EFFICIENCY; BANKING;
D O I
10.1016/j.ejor.2013.09.024
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The assumption of a homothetic production function is often maintained in production economics. In this paper we explore the possibility of maintaining homotheticity within a nonparametric DEA framework. The main contribution of this paper is to use the approach suggested by Hanoch and Rothschild (1972) to define a homothetic reference technology. We focus on the largest subset of data points that is consistent with such a homothetic production function. We use the HR-approach to define a piecewise linear homothetic convex reference technology. We propose this reference technology with the purpose of adding structure to the flexible non-parametric BCC DEA estimator. Motivation for why such additional structure sometimes is warranted is provided. An estimation procedure derived from the BCC-model and from a maintained assumption of homotheticity is proposed. The performance of the estimator is analyzed using simulation.
引用
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页码:759 / 771
页数:13
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