中国股市与其他国家的国际多元化模型

S. Hussain, Steven Li
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引用次数: 1

摘要

自1991年推出以来,中国股市发展迅速,已成为世界领先的股票市场之一。本研究关注中国股票市场与美国、英国、日本、香港和台湾等主要股票市场之间存在的依赖结构。在本研究中,由于与线性相关相比,时变copula能够捕获非正态分布,因此我们使用时变copula来建模依赖性。此外,本研究使用极值理论(EVT)对边际分布的尾部进行建模。我们的研究结果表明,中国股市和香港股市之间存在很强的上尾依赖性。台湾市场之间存在低尾依赖关系。这表明,中国股市的繁荣可能会影响香港股市,而台湾股市的崩盘可能会损害后者。这种结果不能用线性相关来解释。研究结果还表明,香港股市相对于其下尾具有更强的上尾依赖性,这可以作为经济低迷时期的另一种多元化策略。这些发现为风险管理提供了更好的信息和建议,特别是在投资组合多样化和国际资产配置效益方面。中国股市投资者可以利用这些信息制定风险管理策略。
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Modeling International Diversification between the Chinese Stock Market and Others
China’s stock market has grown rapidly since its introduction in 1991 and it has become one of the world’s leading stock markets. This study is concerned with the dependence structures that exist between the Chinese stock market and other major stock markets including those in the US, UK, Japan, Hong Kong and Taiwan. In this research, we use time-varying copula to model dependence due to its ability to capture the non-normality distribution compared to linear correlation. Furthermore, this study uses Extreme Value Theory (EVT) to model the tails for the marginal distributions. Our results reveal a strong dependence between Chinese and Hong Kong stock markets for the upper tail dependence. Lower tail dependence exists between Taiwan markets. This indicates the boom in the Chinese stock market could affect the Hong Kong one and a crash in Taiwan could potentially damage the latter. The outcomes of this cannot be explained using linear correlation. Findings also show that the Hong Kong stock market has stronger upper dependence compared to its lower tail and this serves as an alternative diversification strategy during a downturn. These findings provide better information and suggestions for risk management, specifically in portfolio diversification and international asset allocation benefits. Chinese stock market investors could use this information to devise risk management strategies.
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