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企业信用风险度量和预警决策支持系统研究 被引量:8

The Research on Measurement of Enterprise Credit Risk and Early Warning Support System
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摘要 企业信用评级、贷款评级和信用转移矩阵是目前我国企业信用风险度量的主要方法,本文在对这些方法分析的基础上,依据借款人信用等级变动和履约能力变化会导致其债务市场价值变动,从而可能会造成损失这一结论,提出了基于神经网络的信用风险度量模型,并依据该模型给出了信用风险预警决策支持系统设计的一种新方法。 At present, enterprise credit rating, loan rating and credit transfer matrix are the main measurement methods for the enterprise credit risk in China. Based on the analysis of the former methods, and, according to the conclusion that changing of the credit rate and the ability of keeping the appointment of the lender wil lead to the corresponding changing of the value on the debt market, the credit risk measurement model based on the Neural Networks is founded. Additionally, a new method for designing the early warning decision support system is proposed too.
作者 庞建敏
出处 《金融研究》 CSSCI 北大核心 2006年第3期111-117,共7页 Journal of Financial Research
关键词 信用评级 转移矩阵 风险预警 决策支持模型 credit rating, transfer matrix, risk early warning, decision support system
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参考文献6

  • 1孙裕君,王维,中小企业信用问题治理研究[EB/0L].httP//www.zgiri.com/xytx/2004—07—30.htm.
  • 2张德栋,张强.基于神经网络的企业信用评估模型[J].北京理工大学学报,2004,24(11):982-985. 被引量:12
  • 3王洪波 宋国良.风险预警机制[M].北京:经济管理出版社,2002.31—34.
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  • 6Amir F.Atiya,Senior Member. Bankruptcy Prediction for Credit Risk Using Neural Networlts: A Survey and New Results [J].Transactions on Neural Netwoks,IEEE,2001, (12)4.

二级参考文献3

  • 1Peltonen T. An application of panel estimation methods and artificial neural networks[D]. Italia: European University Institute, 2002.
  • 2Chai Binghua,Liao Ningfang. Artificial neural networks performing the forward operation of color appearance model[J]. Journal of Beijing Instituteof Technology, 2003,12(suppl): 54-57.
  • 3Yu Liyong, Duan Zhigang, Li Hanling. A neural network model in creditrisk assessment based on new risk measurement criterion[J]. JCIS,2002: 1102-1105.

共引文献30

同被引文献122

引证文献8

二级引证文献45

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