| 基于分段参数型DEA前沿面的投入—产出型技术效率 |
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| 引用本文： | 葛虹,黄祎.基于分段参数型DEA前沿面的投入—产出型技术效率[J].中国管理科学,2008(Z1). |
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| 作者姓名： | 葛虹 黄祎 |
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| 作者单位： | 哈尔滨工业大学管理学院; |
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| 摘 要： | 由传统DEA模型可以直接测算投入固定(产出固定)的条件下,面向产出(投入)的技术效率。尽管加型DEA模型同时考虑了投入和产出的松弛,但却不能像传统模型一样直接测算投入—产出型技术效率。为了直接由加性模型测算投入产出型技术效率,本文将利用DEA有效决策单元建立分段参数型DEA生产前沿面,并根据古典技术效率的定义,解决投入产出型技术效率的测算问题。研究发现,这种效率实质上是产出型技术效率与投入配置效率的乘积。由于同时考虑了投入和产出的技术无效性,与其它类型的技术效率相比,这种投入产出型技术效率的可分性更强。
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| 关 键 词： | 数据包络分析 加型DEA模型 参数DEA前沿面 技术效率 |
Measurement of Input-and-Output-Oriented Technical Efficiency Based on Piecewise Parametric DEA Frontier |
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| GE Hong,HUANG Yi.Measurement of Input-and-Output-Oriented Technical Efficiency Based on Piecewise Parametric DEA Frontier[J].Chinese Journal of Management Science,2008(Z1). |
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| Authors: | GE Hong HUANG Yi |
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| Institution: | GE Hong,HUANG Yi (School of Management,Harbin Institute of Technology,Harbin 150001,China) |
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| Abstract: | The conventional DEA model measures the output-oriented or input-oriented technical efficiency of decision making units while inputs or outputs remain fixed.Although the additive DEA model combines orientations by maximizing all slacks of both inputs and outputs,the model could not measure the input-output technical efficiency directly.In order to measure technical efficiency by additive DEA model,a piecewise parametric DEA frontier is determined first by DEA efficiency decision making units,and then the in... |
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| Keywords: | data envelopment analysis additive DEA model parametric DEA frontier technical efficiency |
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