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基于多元skst-Copula函数的资产组合VaR计算

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应用多元skst-Copula函数计算资产组合的VaR,并结合深交所的经验数据研究了3种不同Copula函数下资产组合的VaR值.同时与标准正态分布下的VaR值作了比较,发现运用多元skst-Copula函数计算出的VaR值比用Gaussian Copula和 t-Copula函数计算出的VaR值要大.结果表明skst-Copula函数比其他Copula函数能更好地描述资产收益的非对称性和非线性的尾部相关性,因此得到基于skst-Copula函数的VaR方法能更加有效地度量金融资产风险的结论.
VaR Calculation of Portfolio Based on Multivariate Skewed Student t Copula Function
This paper applies the multivariate skewed student's t Copula theory in the calculation of VaR, and combined with the index data of Shenzhen security exchange, studies VaR values of three different kinds of Copula function-based portfolios, and in the meantime, compares them with the value of traditional VaR. It is found that the VaR with skst-Copula function is larger than those with Gaussian Copula and t-Copula functions. Results show that skst-Copula function can better describe the tail dependence of the asymmetry and linearity of portfolio returns, and therefore, it comes to a conclusion that the skst-Copula function-based VaR approach does better in the risk management.

skst-Copula functionCopula functionPortfolio

傅强、郭娜

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重庆大学,经济与工商学院,重庆,400030

重庆大学,数理学院,重庆,400030

skst-Copula函数 Copula函数 资产组合

2009

重庆理工大学学报
重庆理工大学

重庆理工大学学报

CSTPCD
影响因子:0.567
ISSN:1674-8425
年,卷(期):2009.23(10)
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