期刊文献+

基于copula聚类模型的协同风险度量

Co-risk Measurement Based on Copula Clustering Model
下载PDF
导出
摘要 通过引入聚类分析的方法,从收益率的相似角度对中央汇金投资机构所持有的20只股票进行了聚类分析,将其重新划分为5个股票板块,建立t-Copula聚类-CoVaR模型,得出了置信度下整个投资情况的系统性条件风险价值,并计算出了当各个板块的股票陷入风险时对投资机构的溢出程度,为注重金融产品风险的投资者和管理者提供了新的风险价值衡量方向。 Through the introduction of cluster analysis and from the perspective of return similarity,this research completed a cluster analysis of 20 stocks held by the Central Huijin Investment Institution,re-dividing them into five new stock sectors,establishing a t-copula cluster Covar model,and obtaining the systemic conditional value at risk of the whole investment situation under each confidence.It also calculated the spillover degree to institutions when the stocks of each sector fell into risk,which provided a new direction to measure the value at risk for investors and managers who pay attention to the risk of financial products.
作者 刘明成 LIU Mingcheng(College of Mathematics and Statistics,Chongqing Technology and Business University,Chongqing 400067,China;Chongqing Key Laboratory of Social Economic and Applied Statistics,Chongqing Technology and Business University,Chongqing 400067,China)
出处 《苏州市职业大学学报》 2021年第4期29-34,共6页 Journal of Suzhou Vocational University
基金 国家社科基金项目(19BTJ020)。
关键词 COPULA K-均值聚类 CoVaR 蒙特卡洛模拟 Copula K-means clustering CoVaR Monte Carlo simulation
  • 相关文献

参考文献5

二级参考文献55

  • 1张碧琼.中国股票市场信息国际化:基于EGARCH模型的检验[J].国际金融研究,2005(5):68-73. 被引量:39
  • 2[1]Nelsen, R. B (1998), An Introduction to Copulas, Lectures Notes in Statistics, 139,Springer Verlag, New York.
  • 3[2]Embrechts, P., Lindskog, F. And McNeil, A. (2001), Modelling Dependence with Copulas and Applications to Risk Management. Dept. of Math. CH-8092, Zürich, Switzerland.
  • 4[3]Bouyé, E. (2000), Copulas for Finance, A Reading Guide and Some Applications. City University Business School,London.
  • 5张世英,樊智.协整理论与波动模型:金融时间序列分析及应用[M].北京:清华大学出版社,2003.
  • 6Engle R.F. Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation [J]. Econometrica, 1982, (50).
  • 7Nelson D. B. Conditional Heteroskedasticity In Asset Returns: A New Approach[J]. Eeonometrica, 1991, (59).
  • 8Pagan A. R. Econometric Issues in the Analysis of Regression with Generated Regressors [J]. International Economic Review, 1984, (25)
  • 9茆训诚,王周伟,吕思聪,2013.《宏观审慎调控框架下系统性风险管理体系的构建研究》,《金融管理研究》第2期.
  • 10Acharya,Viral V. 2009. "A Theory of Systemic Risk and Design of Prudential Bank Regulation. " Journal of Financial Stability, 5 (3) : 224 - 255.

共引文献356

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部