Title :
Empirical Study of Corporation Credit Default Probability Based on Logit Model
Author :
Luo, Jian-hua ; Lei, Han-yun
Author_Institution :
Commercial Coll., Central South Univ., Changsha
Abstract :
Based on actual data of state-owned commercial banks in China, combining with the corporation financial data, and applying Logit regression model, we empirically analyzed corporate default probability. The result shows that Logit model is an ideal tool of forecasting corporate default probability, and that the data and techniques are of practical significance to credit rating and risk management of commercial banks.
Keywords :
banking; credit transactions; forecasting theory; regression analysis; risk management; China; corporation credit default probability; corporation financial data; forecasting; logit regression model; risk management; state-owned commercial banks; Educational institutions; Fitting; Logistics; Macroeconomics; Maximum likelihood estimation; Neural networks; Predictive models; Principal component analysis; Probability; Statistics;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.2276