个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:吉林大学
学位:博士
所在单位:数学科学学院
学科:计算数学. 金融数学与保险精算
电子邮箱:yubo@dlut.edu.cn
On meeting capital requirements with a chance-constrained optimization model
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论文类型:期刊论文
发表时间:2016-04-22
发表刊物:SPRINGERPLUS
收录刊物:SCIE、PubMed、SSCI、Scopus
卷号:5
期号:1
页面范围:500
ISSN号:2193-1801
关键字:Capital to risk asset ratio; Basel accord; CreditMetrics; Chance constraint
摘要:This paper deals with a capital to risk asset ratio chance-constrained optimization model in the presence of loans, treasury bill, fixed assets and non-interest earning assets. To model the dynamics of loans, we introduce a modified CreditMetrics approach. This leads to development of a deterministic convex counterpart of capital to risk asset ratio chance constraint. We pursue the scope of analyzing our model under the worst-case scenario i.e. loan default. The theoretical model is analyzed by applying numerical procedures, in order to administer valuable insights from a financial outlook. Our results suggest that, our capital to risk asset ratio chance-constrained optimization model guarantees banks of meeting capital requirements of Basel III with a likelihood of 95 % irrespective of changes in future market value of assets.