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作者机构:北京大学光华管理学院应用经济学博士后流动站 哈尔滨工业大学金融研究所
出 版 物:《统计研究》 (Statistical Research)
年 卷 期:2004年第21卷第12期
页 面:22-26页
核心收录:
学科分类:12[管理学] 02[经济学] 0202[经济学-应用经济学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 020204[经济学-金融学(含∶保险学)]
基 金:国家自然科学基金--WTO与中国商业银行的改革与创新 (项目号 :70 3 73 0 12 )的资助
摘 要:The internal rating-based approach is the core content of New Basel *** calculation of probability of default,loss given default,expected losses and other concerning factors are the key steps to bring internal rating-based approach into *** on the practical data of our state-owned commercial banks,a relative scientific evaluating system is established in this paper by stepwise discriminant analysis,and a probability of default forecasting model is constructed by Bayes discriminant *** expected losses are calculated by neural network based on Levenberg-Marquardt ***,loss given default could be work out by the function among probability of default,loss given default and expected *** results show that this model could be of certain validity and feasibility to forecast probability of default and loss given default.