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Two-step Method Based on DEA Efficiency Decomposition Model and HCA Model for Industrial Enterprises Efficiency Analysis

机译:基于DEA效率分解模型和HCA模型的工业企业效率分析的两步法

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According to the fundamental principle of the DEA efficiency decomposition model and the HCA (Hierarchical Cluster Analysis) model,considered these two models complement each other very well to overcome the obvious limitation when being used separately,and proposed a two-step method based on both the models for using in industrial enterprise efficiency analysis. Then,empirical studies are conducted with relevant data of Chinese listed nonferrous metal companies,using two-step method to divide the companies into several industrial enterprises groups with significantly different efficiency. We conclude that the two-step method based on integrated use of DEA efficiency decomposition model and the HCA model is an effective method for industrial enterprise efficiency study.
机译:根据DEA效率分解模型和HCA(分层聚类分析)模型的基本原理,考虑到这两个模型可以很好地互补,以克服单独使用时的明显局限性,并提出了基于这两个模型的两步法工业企业效率分析中使用的模型。然后,对中国上市有色金属企业的相关数据进行了实证研究,采用两步法将企业分为效率明显不同的几个工业企业集团。我们得出结论,基于DEA效率分解模型和HCA模型的综合使用的两步法是工业企业效率研究的有效方法。

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