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A Comparison of Efficiency Measurement Using Data Envelopment Analysis and Regression in the Utility Industry

机译:公用事业行业数据包络分析与回归效率测算比较

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摘要

It is the intent of this paper to discuss the theoretical differences between the manner in which regression and data envelopment analysis (DEA) separate variation into that which is caused by noise and that caused by inefficiency. It examines the empirical results of independent studies, one that used regression and one that used DEA. The studies were performed one year apart by independent teams using the same data and responding to the same questions. Both studies focus on monitoring the efficiency of the electric utility providers in light of deregulation
机译:本文的目的是讨论在回归和数据包络分析(DEA)将变异分为噪声引起的效率和无效效率引起的差异之间的理论差异。它检查了独立研究的经验结果,其中一项使用回归,另一项使用DEA。这项研究由独立的团队隔一年进行,使用相同的数据并回答相同的问题。两项研究均着眼于根据放松管制来监控电力公司的效率

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