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
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