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
Link To Document :
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