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线性判别式分析在个人信用评估中的应用 被引量:11

A Study on Personal Credit Scoring Using Linear Discriminant Analysis
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摘要 在对目前个人信用评估方法进行分析的基础上,针对其中较为常用的线性判别分析方法,分析了其对模型分类和具体数据的适用性,建立了个人评估的指标体系,通过显著性逐级检验分析确定了相应的多元回归方程并进行了检验。 Having analyzed the current methods of personal credit assessing, we group models in the way of linear discriminant analysis, explain serviceability for specific data and establish an index system of personal credit assessing. In the end, a relevant plurolism linear regression equation is obtained and tested.
出处 《管理科学》 2003年第1期53-55,共3页 Journal of Management Science
关键词 个人信用 信用评估 线形判别式分析 商业银行 个人信贷 Personal credit Credit scoring Linear discriminant analysis
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参考文献7

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  • 2Myers, J. H., & Forgy, E. W. The Development of Numerical Credit Evaluation Systems [J]. Journal of Ameri - can Statistics Association 58, 1963(9): 799-806.
  • 3Rosenberg, E., & Gleit, A. Quantitative Methods in Credit Management: a Survey [J] . Operations Research.1994, (42) :589 - 613.
  • 4Johnson, R. W. Legal, Social and Economic Issues Implementing Scoring [ M ] . in the US. In: Thomas, L.C., Crook, J. N., & Edelman, D. B. (Eds.),Credit scoring and credit control, Oxford University Press, Oxford, 1992.19- 32.
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