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互联网金融时代下信用评分体系模型的构建

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摘要 本文首先对互联网金融的问题背景、信用评分体系模型的理论与发展进行了研究与描述,然后借鉴逻辑回归对某贷款机构的历史业务数据进行了分析,通过建立违约预警模型来有效地对客户进行风险评估,从而提高审核效率和降低违约风险。经分析检验表明:模型对好坏账户有一定的区分能力,能较好地控制了个人贷款风险。
作者 申燚
机构地区 西安财经学院
出处 《纳税》 2019年第2期241-241,共1页 Tax Paying
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  • 1李锐,李宁辉.农户借贷行为及其福利效果分析[J].经济研究,2004,39(12):96-104. 被引量:194
  • 2Baesens B ; Van Gestel T ; Viaene S ; Stepanova M ;Suykens J ; Vanthienen J ( 2003 ) Benchmarking state- ofthe-art classification algorithms for credit scoring,The Journal of the Operational Research Society,54,627 ~ 635.
  • 3Desai,V S ,Crook,J N and Overstreet,G A (1996) A comparison of neural networks and linear scoring models in the credit environment.European Journal of Operational Research,95,24 ~ 37.
  • 4Desai,V S ,Convay,D G ,Crook,J N and Overstreet G A (1997) Credit scoring models in the credit union environment using neural networks and genetic algorithms.IMA Journal of Mathematics Applied in Business and Industry,8,323 ~ 346.
  • 5Rosenberg,E.and Gleit,A.(1994) Quantitative methods in credit management:a survey.Operations Research,42,589 ~ 613.
  • 6Thomas,L C ,Edelman D B and Jonathan N.Crook (2002),Credit Scoring and Its Application,SIAM monographs on mathematical modeling and Computation,Philadelphia.
  • 7Yobas,M.and Crook,J N ( 2000 ) Credit Scoring Using Neural and Evolutionary Techniques.IMA Statistics in Finance,Journal of Mathematics Applied in Business and Industry,11,111 ~ 125.
  • 8Baesens B.; Van Gestel T.; Viaene S.; Stepanova M.;Suykens J.; Vanthienen J ( 2003 ) Benchmarking state- ofthe-art classification algorithms for credit scoring,The Journal of the Operational Research Society,54,627 ~ 635.
  • 9Desai,V.S.,Crook,J.N.and Overstreet,G.A.(1996) A comparison of neural networks and linear scoring models in the credit environment.European Journal of Operational Research,95,24 - 37.
  • 10Desai,V.S.,Convay,D.G.,Crook,J.N.and Overstreet G.A.(1997) Credit scoring models in the credit union environment using neural networks and genetic algorithms.IMA Journal of Mathematics Applied in Business and Industry,8,323 ~ 346.

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