Abstract
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.
Original language | English |
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Journal | European Journal of Operational Research |
Volume | 233 |
Issue number | 3 |
Pages (from-to) | 759–771 |
ISSN | 0377-2217 |
DOIs | |
Publication status | Published - 16. Mar 2014 |
Keywords
- Convex hull
- DEA based estimation of a homothetic production function
- Data enveopment analysis
- Homothetic hull
- Intersection and sum form
- Isoquant estimation