• 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