统计研究 ›› 2006, Vol. 23 ›› Issue (6): 47-51.

• 论文 • 上一篇    下一篇

银行操作风险度量的实证分析

周好文; 杨旭;聂磊   

  1. 西安交通大学经济与金融学院 ;北京大学数学科学学院
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2006-06-15 发布日期:2006-06-15

  • Received:1900-01-01 Revised:1900-01-01 Online:2006-06-15 Published:2006-06-15

Abstract: Abstract:More and more people are acknowledging the importance of formal operational risk management. The overall trend of operational risk study is to quantify it. But there is stir no general techniques accepted by scholar and banking management. The object of this work is to present a model for measuring the operational risk of a bank. This model utilizes a Monte Carlo simulation in order to determine the loss distribution. The mothedology presented in this work is based on a frequency/severity model traditionally used in the actuarial sciences for modeling the loss distribution. In particular, the severity for each business line/risk type is modeled through a Generalized Pareto Distribution, while the frequency is modeled through Poisson distribution