Contagion in Chinese Banking System: A Comparison of Maximum Entropy Method and Transfer Entropy Method

Changzhi Liang, Xiaoqian Zhu, Yanzhen Yao, Jianping Li
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引用次数: 3

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.
中国银行体系的传染:最大熵法与转移熵法的比较
最大熵法(MEM)是估计银行间风险敞口矩阵的传统方法,是评估银行体系传染效应的关键。最近,提出了一种新的传递熵法(TEM)来估计银行间风险敞口矩阵。本文采用这两种方法估计了中国银行体系的银行间风险敞口矩阵,并在此基础上模拟了银行初始破产的传染过程。结果表明,在中国银行体系的一般特征和定性特征方面,MEM与TEM是一致的;然而,当涉及到中国银行体系的确切和数量特征时,差异开始显现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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