基于径向基神经网络的非寿险公司财务预警研究
    点此下载全文
引用本文:邓庆彪,文辉.基于径向基神经网络的非寿险公司财务预警研究[J].财经理论与实践,2011,(1):25-29
摘要点击次数: 734
全文下载次数: 95
作者单位
邓庆彪,文辉 (湖南大学 金融与统计学院湖南 长沙410079) 
中文摘要:选取我国保险行业中40家非寿险公司2006~2008年的混合非平衡面板数据作为研究样本,采用径向基神经网络模型从偿付能力、盈利能力、成长能力三个角度对非寿险公司财务预警进行研究。实证表明,此模型可以为管理层的财务预警提供更有有效的信息,并且在我国保险业具有样本量小,有效数据少的情况下,有着良好的运用前景。
中文关键词:径向基神经网络  财务预警  混合非平衡面板数据
 
Financial Warning for Non-life Insurance Company based on the Radial Basis Function (RBF) Neural Network
Abstract:The mixed unbalanced panel data were selected from 40 non-life insurance companies from 2006 to 2008, then empirical study on financial warning from the aspects of the ability of solvency, profitability and growth was been done by RBF neural network model. The results showed this model can provide more effective financial warning information to managers. The application of this model is optimistic in our country because of the small sample and scarcity of effective data.
keywords:Radial Basis Function Neural Network  Financial Warning  Mixed Unbalanced Panel Data
查看全文   查看/发表评论   下载pdf阅读器