DocumentCode
120229
Title
Contagion in Chinese Banking System: A Comparison of Maximum Entropy Method and Transfer Entropy Method
Author
Changzhi Liang ; Xiaoqian Zhu ; Yanzhen Yao ; Jianping Li
Author_Institution
Sch. of Manage., Univ. of Chinese Acad. of Sci., Beijing, China
fYear
2014
fDate
4-6 July 2014
Firstpage
474
Lastpage
478
Abstract
Maximum entropy method (MEM) is the traditional approach to estimate interbank exposure matrix, which is the key to assess contagion effect in banking system. Recently, a new transfer entropy method (TEM) is proposed to estimate interbank exposure matrix. This paper employs the two approaches to estimate interbank exposure matrix of Chinese banking system, and then simulate the contagion process given the initial failure of a bank in the system. The comparison of the results indicate that MEM is consistent with TEM when it comes to general and qualitative features of Chinese banking system; while the differences begin to emerge when it comes to the exact and quantitative features of Chinese banking system.
Keywords
banking; estimation theory; matrix algebra; maximum entropy methods; Chinese banking system; MEM; TEM; contagion process; interbank exposure matrix estimation; maximum entropy method; transfer entropy method; Banking; Economics; Educational institutions; Entropy; Finance; Optimization; Simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Sciences and Optimization (CSO), 2014 Seventh International Joint Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-5371-4
Type
conf
DOI
10.1109/CSO.2014.136
Filename
6923728
Link To Document