DocumentCode :
2579082
Title :
Research on financial warning for Chinese listed companies by using panel data model
Author :
Shao, Xijuan ; Chen, Yaohui ; Wang, Haibo
Author_Institution :
Inst. of Emerging Industrialization, Dev., South China Univ. of Technol., Guangzhou, China
fYear :
2009
fDate :
11-14 Oct. 2009
Firstpage :
4663
Lastpage :
4667
Abstract :
This paper studies how to establish models for predicting financial distress in China´s listed companies. We firstly select 26 companies with financial distress and 54 matching companies´ panel data as samples, then use panel data model to conduct an empirical study. The research indicates that: (1) The predictability precision is 91.25%, 92.5%, 91.25% and 87.5% for T-1, T-2, T-3 and T-4, respectively, superior to the previous research. (2) The panel data model warning analysis is of stable predictability, which is suitable in constructing midterm and long-term prediction models.
Keywords :
financial data processing; random processes; Chinese listed companies; financial distress; financial warning; panel data model warning analysis; Companies; Cybernetics; Data analysis; Data models; Loans and mortgages; Logistics; Macroeconomics; Neural networks; Predictive models; USA Councils; Financial crisis warning; Panel data mode; Random effects model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2009.5346747
Filename :
5346747
Link To Document :
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