Establishment and Research on the Model of the Company's Financial Risk Warning Based on Principal Component Analysis and Logistic Regression
Available Online March 2015.
- https://doi.org/10.2991/etmhs-15.2015.1How to use a DOI?
- Company's Financial Risk Warning; Principal Component Analysis; Logistic Regression
- In this paper, we use the modern management theory to build a corporate financial risk early warning indicator system, while using the statistical method of principal component analysis and logistic regression analysis. Through the empirical research on listed companies' financial crisis situation, we established the company's financial early warning model to provide a scientific and feasible prediction method for enterprises to predict the financial crisis.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - JingJing Fu PY - 2015/03 DA - 2015/03 TI - Establishment and Research on the Model of the Company's Financial Risk Warning Based on Principal Component Analysis and Logistic Regression BT - Proceedings of the 2015 International Conference on Education Technology, Management and Humanities Science PB - Atlantis Press SP - 1 EP - 4 SN - 2352-5398 UR - https://doi.org/10.2991/etmhs-15.2015.1 DO - https://doi.org/10.2991/etmhs-15.2015.1 ID - Fu2015/03 ER -