Acta Physica Sinica, Volume. 69, Issue 13, 138901-1(2020)

Risk transmission between banks based on time-varying state network

Lu Qiu1,2 and Guo-Yan Huang1、*
Author Affiliations
  • 1School of Finance and Business, Shanghai Normal University, Shanghai 200234, China
  • 2School of Business, East China University of Science and Technology, Shanghai 200237, China
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    Figures & Tables(12)
    Main method and flow chart.
    Distance ratio and rate of change.
    State evolution of bank lending matrix.
    Bank matrix diagram of 8 states.
    Correlation matrix between Bank states.
    . Directed network diagram of state 1 to 4: (a) Directed network diagram of state 1 (b) directed network diagram of state 2; (c) directed network diagram of state 3; (d) directed network diagram of state 4.
    Directed network diagram of state 5 to 8: (a) Directed network diagram of state 5; (b) directed network diagram of state 6; (c) directed network diagram of state 7; (d) directed network diagram of state 8.
    Lending matrix relationship in different time states.
    • Table 1.

      Summary of commercial banks.

      商业银行汇总

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      Table 1.

      Summary of commercial banks.

      商业银行汇总

      编号银行类型编号银行类型
      1浦发银行股份制商业银行2民生银行股份制商业银行
      3华夏银行股份制商业银行4招商银行股份制商业银行
      5兴业银行股份制商业银行6北京银行地方商业银行
      7上海银行地方商业银行8中国农业银行国有商业银行
      9中国交通银行国有商业银行10中国工商银行国有商业银行
      11中国建设银行国有商业银行12中国银行国有商业银行
      13中信银行股份制商业银行14平安银行股份制商业银行
      15宁波银行地方商业银行
    • Table 2. [in Chinese]

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      Table 2. [in Chinese]

      状态1状态2状态3状态4状态5状态6状态7状态8
      状态11.0000.9270.9180.9090.4100.9490.7140.708
      状态20.9271.0000.9680.8740.5490.9110.8810.819
      状态30.9180.9681.0000.8870.6300.9110.8930.875
      状态40.9090.8740.8871.0000.4810.9630.7570.767
      状态50.4100.5490.630.4811.0000.4220.7070.861
      状态60.9490.9110.9110.9630.4221.0000.750.734
      状态70.7140.8810.8930.7570.7070.7501.0000.884
      状态80.7080.8190.8750.7670.8610.7340.8841.000
    • Table 3. [in Chinese]

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      Table 3. [in Chinese]

      状态12345678
      全局相似度6.5366.9297.0826.6385.0606.6396.5876.647
    • Table 4.

      Statistics of topological characteristics of banking state network.

      银行状态网络拓扑特性统计

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      Table 4.

      Statistics of topological characteristics of banking state network.

      银行状态网络拓扑特性统计

      银行状态1出度状态2出度状态3出度状态4出度状态5出度状态6出度状态7出度状态8出度头节点数中心节点数
      浦发0000000000
      民生1110000030
      华夏0000000000
      招商0000000000
      兴业0000000000
      北京0000000000
      上海0000000000
      农业0510000001
      交通0001000000
      工商1305111120014
      建设0000000000
      中国0871131131305
      中信0001001130
      平安0000010010
      宁波0000000000
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    Lu Qiu, Guo-Yan Huang. Risk transmission between banks based on time-varying state network[J]. Acta Physica Sinica, 2020, 69(13): 138901-1

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    Paper Information

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    Received: Feb. 14, 2020

    Accepted: --

    Published Online: Jan. 4, 2021

    The Author Email:

    DOI:10.7498/aps.69.20200221

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