使用随机输入距离函数的输出增长参数分解

G. Karagiannis, P. Midmore, V. Tzouvelekas
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引用次数: 67

摘要

本文提出了一种易于处理的方法,用于分析多产出环境下TFP变化的来源(即技术变化、技术和配置效率低下的变化以及规模效应),同时保留了用于估计基础技术参数的计量经济学程序的单方程性质。所提出的方法依赖于Bauer基于成本函数的TFP变化分解以及输入距离和成本函数之间的对偶性。实证结果基于在1983 - 1992年期间观察到的121个英国畜牧业农场的样本和一个超对数输入距离函数。版权所有2004,牛津大学出版社。
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Parametric Decomposition of Output Growth Using a Stochastic Input Distance Function
This article proposes a tractable approach for analyzing the sources of TFP changes (i.e., technical change, changes in technical and allocative inefficiency, and the scale effect) in a multi-output setting, while retaining the single-equation nature of the econometric procedure used to estimate the parameters of the underlying technology. The proposed approach relies on Bauer's cost function-based decomposition of TFP changes and the duality between input distance and cost functions. The empirical results are based on a sample of 121 UK livestock farms observed over the period 1983–92 and a translog input distance function. Copyright 2004, Oxford University Press.
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