Title :
Commercial Bank Stress Tests Based on Credit Risk
Author :
Weiqing Wang ; Xue Zhang ; Xiangdong Liu
Author_Institution :
Dongling Sch. of Econ. & Manage., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Based on the History-Based Stressed PD model which is derived from Merton theory and IRB model which is derived from Basel New Capital Accord, this paper selects six commercial banks to conduct the empirical research of credit risk stress testing. The result indicates that the value-at-risk calculated by IRM model is much higher than History-Based Stressed PD model, because the former is completely based on the theoretical model while the latter takes into consideration of the historical and realistic significance. In practice, this paper suggests to comprehensively consider the measuring results of two models to formulate risk control measures.
Keywords :
banking; risk analysis; Basel new capital accord; IRB model; Merton theory; commercial bank stress tests; credit risk stress testing; history-based stressed PD model; risk control measures; Banking; Equations; Loss measurement; Mathematical model; Stress; Stress measurement; Testing; History-Based Stressed PD model; IRM model; credit exposure; stressing test;
Conference_Titel :
Information Science and Cloud Computing Companion (ISCC-C), 2013 International Conference on
Conference_Location :
Guangzhou
DOI :
10.1109/ISCC-C.2013.59