• 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