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

The global financial crisis in 2007 made the companies´ 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 company´s financial evaluation model.