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
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