• DocumentCode
    3408480
  • Title

    Operational risk measurement via the loss distribution approach

  • Author

    Feng, Jichuang ; Chen, Jianming ; Li, Jianping

  • Author_Institution
    Sch. of Manage., Univ. of Sci. & Technol. of China, Hefei, China
  • fYear
    2009
  • fDate
    10-12 Nov. 2009
  • Firstpage
    1744
  • Lastpage
    1748
  • Abstract
    In the Basel II Accord, banks are encouraged to use the Advanced Measurement Approach (AMA), which is suitable for banks to assess operational risk capital, but banks are required to demonstrate their ability to capture severe tail loss events. In this paper, based on the 860 operational risk loss data of Chinese commercial banks collected from public reports from 1995 to 2006, we found that the sample data set is characterized as having heavier tail than normal distribution. Then we use loss distribution approach (LDA) to measure the operational risk and operational risk capital of Chinese commercial banks. Next, we compare operational risk economic capital of Chinese commercial banks with operational risk economic capital (EC) of other major banks. We discover that the operational risk of Chinese commercial banks is larger than that of some foreign major commercial banks.
  • Keywords
    banking; operations research; Chinese commercial banks; advanced measurement approach; data set; economic capital; loss distribution approach; operational risk measurement; Business; Frequency; Gaussian distribution; Intelligent systems; Law; Legal factors; Linear discriminant analysis; Loss measurement; Probability distribution; Risk management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4914-9
  • Electronic_ISBN
    978-1-4244-4916-3
  • Type

    conf

  • DOI
    10.1109/GSIS.2009.5408197
  • Filename
    5408197