基于改进SIR模型的保险业危机公司救助策略研究
首发时间:2020-05-15
摘要:基于复杂理论,本文利用财务数据构建了以保险公司为中心、包含100家金融公司的危机传染网络;将传播动力学SIR模型引入危机传染网络中,加入破产率对模型进行改进,采用保险公司2016-2018年风险综合评级数据近似估计出保险业危机传染概率;仿真模拟保险业危机传染演化过程,并在此基础上探析保险业危机公司救助策略。仿真结果表明:必要的保险市场退出机制可以缩短危机持续时间,加速保险业恢复到新的稳态水平;在危机传染初期,救助策略存在最佳救助时机(危机开始传染的一个月内)和最佳的救助成本(总成本的20%);在这个最佳救助策略下,监管机构及早建立危机保险公司风险隔离带,切断传染路径,可以显著地降低危机传染的峰值。另外,保险保障基金能够以较低的救助成本获得最大的救助效果。
关键词: 保险学; 传染病模型 破产率 参数估计 救助策略
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Rescue Strategy in Insurance Troubled Companies Based on Improved SIR model
Abstract:Based on the complex network theory, this paper used the financial companies\'data to construct a insurance companies\'crisis network, with insurance companies as the center and contained 100 financial companies. Then improving the SIR model by the bankrupt rate to study the Chinese insurance crisis network,and estimating its parameters by the insurance companies\' 2016~2018 risk comprehensive rating data.By simulating the contagion process of the crisis , analyzing the rescue strategy on the troubled companies. The simulation results showed that the necessary insurance market exit mechanism can shorten the crisis duration and accelerate the insurance industry to recover at a new steady state level. In the early stage of crisis contagion, the rescue strategy has the best time (one month after the crisis begins to spread) and rescue cost(20% of the total cost) ;under this best rescue strategy, the regulator should establish the troubled insurance companies\' risk isolation zone early and cut off the infection paths, which can significantly reduce the peak of the infected companies. In addition, the Insurance Guarantee Fund Company can achieve the maximum rescue effect with lower rescue costs.
Keywords: Insurance science SIR model bankrupt rate parameter estimation rescue strategy
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基于改进SIR模型的保险业危机公司救助策略研究
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