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Applying Grey Relational Analysis and Grey Decision-Making to evaluate the relationship between company attributes and its financial performance—A case study of venture capital enterprises in Taiwan

机译:应用灰色关联分析和灰色决策方法评估公司属性与其财务绩效的关系-以台湾风险投资企业为例

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摘要

For the study on the financial performance, there are many limitations in using traditional statistic methods. The grey system theory proposed by the study is to supplement the limitations of using traditional statistic methods and it's more suitable to evaluate the financial performance of business. This study used six financial indicators to classify twenty items of financial ratios as research variables through the Globalization Grey Relational Analysis (GRA), to find the significant financial ratio variables and other financial indicators affecting the financial performance of venture capital enterprises in Taiwan, and it applied Grey Decision-Making (GDM) to arrange the total performances of the sample venture capital enterprises in order Finally, this study uses GM(0, N) model to analyze the six variables of firm attributes and the differences between using different firms' attribute variables and financial performance of venture capital enterprises as the result.
机译:对于财务绩效的研究,使用传统的统计方法存在许多限制。该研究提出的灰色系统理论是为了补充使用传统统计方法的局限性,它更适合于评估企业的财务绩效。本研究使用六个财务指标,通过全球化灰色关联分析(GRA)将二十种财务比率作为研究变量进行分类,以找出影响台湾风险投资企业财务绩效的重要财务比率变量和其他财务指标,并将其应用灰色决策法(GDM)对样本风险投资企业的整体绩效进行排序,最后,本文采用GM(0,N)模型分析了企业属性的六个变量以及不同企业属性之间的差异。变量和风险投资企业的财务绩效。

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