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文章基本信息

  • 标题:Alternative Approaches to Technical Efficiency Estimation in the Stochastic Frontier Model
  • 本地全文:下载
  • 作者:Acquah, H. D. ; Onumah, E. E.
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:2014
  • 页码:3-10
  • 出版社:Food Distribution Research Society
  • 摘要:Estimating the stochastic frontier model and calculating technical efficiency of decision making units are of great importance in applied production economic works. This paper estimates technical efficiency from the stochastic frontier model using Jondrow, and Battese and Coelli approaches. Simulated data is employed to compare the alternative methods. Empirical results show a strong correlation between the alternative methods regardless of the differences in the actual values of the efficiency estimates. Mean technical efficiency is sensitive to the choice of estimation method. Analysis of variance and Tukey’s test suggest difference in means between the efficiency scores from different methods. Battese and Coelli’s approach produces more homogenous estimates of technical efficiency when compared with the Jondrow’s mean or mode approach. Our results suggest that differences in conclusion are possible when the alternative methods of measuring technical efficiency are applied.
  • 关键词:Stochastic frontier;technical efficiency;Tukey’s test;mean and mode Approach
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