Return and Volatility Spillover across Equity Markets Between China and Southeast Asian Countries

H. Ngo
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引用次数: 44

Abstract

Purpose This paper aims to study the daily returns and volatility spillover effects in common stock prices between China and four countries in Southeast Asia (Vietnam, Thailand, Singapore and Malaysia). Design/methodology/approach The analysis uses a vector autoregression with a bivariate GARCH-BEKK model to capture return linkage and volatility transmission spanning the period including the pre- and post-2008 Global Financial Crisis. Findings The main empirical result is that the volatility of the Chinese market has had a significant impact on the other markets in the data sample. For the stock return, linkage between China and other markets seems to be remarkable during and after the Global Financial Crisis. Notably, the findings also indicate that the stock markets are more substantially integrated into the crisis. Practical implications The results have considerable implications for portfolio managers and institutional investors in the evaluation of investment and asset allocation decisions. The market participants should pay more attention to assess the worth of across linkages among the markets and their volatility transmissions. Additionally, international portfolio managers and hedgers may be better able to understand how the volatility linkage between stock markets interrelated overtime; this situation might provide them benefit in forecasting the behavior of this market by capturing the other market information. Originality/value This paper would complement the emerging body of existing literature by examining how China stock market impacts on their neighboring countries including Vietnam, Thailand, Singapore and Malaysia. Furthermore, this is the first investigation capturing return linkage and volatility spill over between China market and the four Southeast Asian markets by using bivariate VAR-GARCH-BEKK model. The authors believe that the results of this research’s empirical analysis would amplify the systematic understanding of spillover activities between China stock market and other stock markets.
中国与东南亚国家股票市场的收益与波动溢出效应
本文旨在研究中国与东南亚四国(越南、泰国、新加坡和马来西亚)普通股价格的日收益和波动溢出效应。设计/方法/方法该分析使用向量自回归和二元GARCH-BEKK模型来捕捉包括2008年全球金融危机前后在内的整个时期的回报联系和波动传导。主要的实证结果是,中国市场的波动性对数据样本中的其他市场产生了显著影响。就股票回报而言,在全球金融危机期间和之后,中国与其他市场之间的联系似乎是显著的。值得注意的是,研究结果还表明,股市在更大程度上融入了这场危机。研究结果对投资组合经理和机构投资者在评估投资和资产配置决策方面具有重要意义。市场参与者应更加注意评估市场之间的跨联系及其波动传导的价值。此外,国际投资组合经理和套期保值者可能能够更好地理解股票市场之间的波动率联系如何随着时间的推移而相互关联;在这种情况下,他们可以通过获取其他市场信息来预测这个市场的行为。原创性/价值本文将通过研究中国股票市场如何影响其邻国,包括越南、泰国、新加坡和马来西亚,来补充现有文献的新兴主体。此外,这是第一次使用二元VAR-GARCH-BEKK模型捕获中国市场与东南亚四国市场之间的收益联系和波动溢出的调查。笔者认为,本文的实证分析结果将扩大对中国股票市场与其他股票市场溢出活动的系统认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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