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The Listed Company's Financial Evaluation Based on PCA-Logistic Regression Model

机译:基于PCA-Logistic回归模型的上市公司财务评估

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The global financial crisis in 2007 made the companiesȁ9; competition environment and operation condition more hardly. As an important part of enterprise risk management, financial evaluation has also attracted more attention from scholars. The paper used PCA and logistic regression modeling comprehensively to create a listed company''s financial evaluation model. It used PCA to reduce dimension of financial ratios firstly, then the logistic regression model was used to create a listed companyȁ9;s financial evaluation model.
机译:2007年的全球金融危机使这些公司ȁ9。竞争环境和经营状况更加困难。财务评估作为企业风险管理的重要组成部分,也引起了学者的广泛关注。本文综合运用了PCA和Logistic回归模型,建立了上市公司的财务评估模型。首先使用PCA降低财务比率的维数,然后使用logistic回归模型创建上市公司的财务评估模型。

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