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SPECIFICATION ERRORS IN ESTIMATING COST FUNCTIONS: THE CASE OF THE NUCLEAR ELECTRIC GENERATING INDUSTRY.

机译:估算成本函数中的规范错误:以核电发电业为例。

摘要

This study is an application of production-cost duality theory. Duality theory is reviewed for the competitive and rate-of-return regulated firm. The cost function is developed for the nuclear electric power generating industry of the United States using capital, fuel and labor factor inputs. A comparison is made between the Generalized Box-Cox (GBC) and Fourier Flexible (FF) functional forms. The GBC functional form nests the Generalized Leontief, Generalized Square Root Quadratic and Translog functional forms, and is based upon a second-order Taylor-series expansion. The FF form follows from a Fourier-series expansion in sine and cosine terms using the Sobolev norm as the goodness of fit measure. The Sobolev norm takes into account first and second derivatives. The cost function and two factor shares are estimated as a system of equations using maximum likehood techniques, with Additive Standard Normal and Logistic Normal error distributions. In summary, none of the special cases of the GBC function form are accepted. Homotheticity of the underlying production technology can be rejected for both the GBC and FF forms, leaving only the unrestricted versions supported by the data. Residual analysis indicates a slight improvement in skewness and kurtosis for univariate and multivariate cases when the Logistic Normal distribution is used.
机译:本研究是生产成本对偶理论的一种应用。对竞争性和回报率受监管的公司的对偶理论进行了回顾。成本函数是针对美国的核电发电行业使用资本,燃料和劳动力因素输入而开发的。在广义Box-Cox(GBC)和Fourier Flexible(FF)功能形式之间进行了比较。 GBC功能形式嵌套了广义Leontief,广义平方根二次和Translog功能形式,并且基于二阶泰勒级数展开。 FF形式来自使用Sobolev范数作为拟合优度的正弦和余弦傅立叶级数展开。 Sobolev规范考虑了一阶和二阶导数。成本函数和两个因子份额是使用最大似然技术,具有加法标准正态和对数正态误差分布的方程组进行估算的。总之,不接受GBC功能表的任何特殊情况。对于GBC和FF形式,都可以拒绝基础生产技术的同质性,仅保留数据支持的不受限制的版本。残差分析表明,当使用Logistic正态分布时,对于单变量和多变量情况,偏度和峰度略有改善。

著录项

  • 作者

    JORGENSEN EDWARD JOHN.;

  • 作者单位
  • 年度 1987
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

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