<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>This article first uses a new method of nonlinear combination forecasting based on neural networks to construct a financial crisis early warning model and conduct an empirical study. The drafting article uses Fisher’s second-class linear discriminant analysis and binary logistic regression to establish a three-year early warning model for listed companies before the financial crisis. Empirical research shows that this early warning model applies to various industries. It can play a certain role in predicting and preventing the financial crisis of Chinese companies.</p>
</abstract>

This article first uses a new method of nonlinear combination forecasting based on neural networks to construct a financial crisis early warning model and conduct an empirical study. The drafting article uses Fisher’s second-class linear discriminant analysis and binary logistic regression to establish a three-year early warning model for listed companies before the financial crisis. Empirical research shows that this early warning model applies to various industries. It can play a certain role in predicting and preventing the financial crisis of Chinese companies.

Financial Crisis Early Warning Model of Listed Companies Based on Fisher Linear Discriminant Analysis

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

This article first uses a new method of nonlinear combination forecasting based on neural networks to construct a financial crisis early warning model and...

Financial Crisis Early Warning Model of Listed Companies Based on Fisher Linear Discriminant Analysis

Published Online: Jul 15, 2022

Page range: 483 - 490

Received: Jan 27, 2022

Accepted: Mar 23, 2022

DOI: https://doi.org/10.2478/amns.2022.2.0032

Keywords
Fisher linear discriminant, Listed company, Financial crisis, Early warning

© 2023 Jie Li et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Financial Crisis Early Warning Model of Listed Companies Based on Fisher Linear Discriminant Analysis

Published Online: Jul 15, 2022

Page range: 483 - 490

Received: Jan 27, 2022

Accepted: Mar 23, 2022

DOI: https://doi.org/10.2478/amns.2022.2.0032

KeywordsFisher linear discriminant, Listed company, Financial crisis, Early warning

© 2023 Jie Li et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Fisher linear discriminant, Listed company, Financial crisis, Early warning