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基于主成分分析法的北京市创新型企业绩效评价
引用本文:方芳,唐五湘,程桂枝.基于主成分分析法的北京市创新型企业绩效评价[J].北京机械工业学院学报,2011(4):89-94.
作者姓名:方芳  唐五湘  程桂枝
作者单位:北京信息科技大学经济管理学院,北京100192
基金项目:北京市学科与研究生教育一技术经济及管理学科建设项目(PXM2011-014224-113519,71D1011012)
摘    要:针对传统企业绩效评价指标的单一性和主观性,基于主成分分析法提出一种评价方法,尽可能全面客观地评价北京市创新型企业绩效。根据北京市创新型企业中31家内地上市公司2008年和2009年的财务数据,采用主成分分析法构建绩效评价模型,并利用该模型计算出31家创新型企业的绩效得分。该研究方法可为企业绩效评价提供一条新的思路,研究结果可供投资决策者参考。

关 键 词:创新型企业  绩效评价  主成分分析法

Performance evaluation of beijing innovative enterprises based on principal component analysis
FANG Fang,TANG Wu-xiang,CHENG Gui-zhi.Performance evaluation of beijing innovative enterprises based on principal component analysis[J].Journal of Beijing Institute of Machinery,2011(4):89-94.
Authors:FANG Fang  TANG Wu-xiang  CHENG Gui-zhi
Affiliation:( School of Economics and Management, Beijing Information Science and Technology University, Beijing 100192, China)
Abstract:In terms of the singleness and subjectivity of traditional index for enterprise performance evaluation, an evaluation method based on principal component analysis is proposed to evaluate the performance of Beijing innovative enterprises completely and objectively as much as possible. A performance evaluation model for Beijing innovative enterprises is built according to 2008 and 2009 financial data of 31 listed companies in Mainland China as Beijing innovative enterprises. The performance of listed innovative companies is accordingly scored. The study method could be a new way of thought for enterprise performance evaluation and the result is for investors' reference.
Keywords:innovative enterprises  performance evaluation  principal component analysis
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