Proceedings of the 2015 International Conference on Education Technology, Management and Humanities Science

Establishment and Research on the Model of the Company's Financial Risk Warning Based on Principal Component Analysis and Logistic Regression

Authors
JingJing Fu
Corresponding Author
JingJing Fu
Available Online March 2015.
DOI
https://doi.org/10.2991/etmhs-15.2015.1How to use a DOI?
Keywords
Company's Financial Risk Warning; Principal Component Analysis; Logistic Regression
Abstract
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.

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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  - 2015 International Conference on Education Technology, Management and Humanities Science (ETMHS 2015)
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  -