内部评级法中违约概率与违约损失率的测算研究
2004-12-15分类号:F224
【部门】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 北京大学光华管理学院应用经济学博士后流动站
【摘要】The internal rating-based approach is the core content of New Basel Accord.The 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 effect.Based 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 model.Also expected losses are calculated by neural network based on Levenberg-Marquardt algorithm.Therefore,loss given default could be work out by the function among probability of default,loss given default and expected losses.Empirical results show that this model could be of certain validity and feasibility to forecast probability of default and loss given default.
【关键词】违约概率 违约损失率 预期损失率
【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
【所属期刊栏目】统计研究
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