于波

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

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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.