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Analysis of volatility spillover effects between the South African, regional and world equity markets

机译:分析南非,区域和世界股票市场之间的波动溢出效应

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摘要

The current study examines the extent and magnitude by which global and regional shocks are transmitted to the volatility of returns in the stock markets of South Africa, Egypt, Nigeria, Botswana, Mauritius and Egypt. This is done so as to make inferences on the level of the domestic market‟s integration into the regional and world capital markets. By applying multivariate and univariate GARCH models, using weekly data from June 1995 to May 2010, the main empirical findings are threefold. Firstly, the volatility analytical framework finds statistically significant and time-varying volatility spillover effects from the regional and global markets to the South African market. Global shocks are generally stronger and account for up to 23.9 percent of the volatility of South Africa‟s equity market compared to weaker regional factors which account for less than 1 percent of domestic variance. Only in countries with strong bilateral trade and economic links with South Africa, such as Botswana and Namibia, is it found that regional factors are more dominant than global factors for domestic volatility. Compared to the other African markets, the joint influence of foreign shocks on domestic volatility is highest in South Africa and Egypt, two of Africa‟s largest and most developed markets. The results further demonstrate that for all the African markets the explanatory power of both regional and global factors for domestic volatility is not constant over time and tends to increase during turbulent market periods. Secondly, the analysis of the determinants of South frica‟s second moment linkages with the global market suggests that the volatility of the exchange rate plays a cardinal role in influencing the magnitude by which global shocks affect domestic volatility. The increased global integration in the second moments cannot be attributed to either increased trade integration, convergence in inflation rates or to convergence in interest rates between South Africa and the global markets. Lastly, tests were conducted to examine whether there have been contagion effects from the regional and global markets to South Africa from the 1997 Asian crisis and the 2007/8 global financial crisis. The results show no evidence of contagion during either the East Asian currency crisis or the recent global financial crisis to South Africa, while some African markets, such as Egypt, Mauritius and Botswana, exhibit contagion effects from either crisis. Overall, the empirical findings generally support the view that African markets are segmented both at the regional and global levels as domestic volatility is more influenced by local idiosyncratic shocks (the proportion not attributable to either global and regional factors). However, the volatility of South Africa, and to a lesser extent Egypt, remains relatively more open to global influence. This implies that the potential for gains from international portfolio diversification and the scope for success of policies aimed at the stabilisation of equity markets in these markets exist.
机译:本研究调查了全球和区域冲击传递给南非,埃及,尼日利亚,博茨瓦纳,毛里求斯和埃及股市波动的程度和程度。这样做是为了推断国内市场融入区域和世界资本市场的程度。通过应用多元和单变量GARCH模型,使用1995年6月至2010年5月的每周数据,主要的实证研究结果是三倍的。首先,波动率分析框架发现了从区域和全球市场到南非市场的统计上显着且随时间变化的波动率溢出效应。一般而言,全球冲击更为强烈,占南非股票市场波动的23.9%,而较弱的区域因素则占不到国内波动的1%。只有在与南非具有紧密双边贸易和经济联系的国家,例如博茨瓦纳和纳米比亚,才发现区域因素比全球因素对国内动荡的影响更大。与其他非洲市场相比,外国冲击对国内动荡的共同影响最大的国家是南非和埃及,这是非洲最大和最发达的两个市场。结果进一步表明,对于所有非洲市场,区域和全球因素对国内动荡的解释力都不会随时间变化,并且在动荡的市场时期内往往会增加。其次,对南非第二时刻与全球市场联系的决定因素的分析表明,汇率的波动在影响全球冲击影响国内波动的程度方面起着关键作用。第二时刻全球一体化程度的提高不能归因于贸易一体化程度的提高,通货膨胀率的趋同或南非与全球市场之间利率的趋同。最后,进行了测试,以检验从1997年亚洲危机和2007/8年全球金融危机以来,区域和全球市场对南非的蔓延影响。结果表明,在东亚货币危机或最近发生的南非全球金融危机期间,都没有蔓延的迹象,而埃及,毛里求斯和博茨瓦纳等一些非洲市场则显示出这两次危机的蔓延效应。总体而言,实证研究结果普遍支持以下观点:非洲市场在区域和全球范围内都进行了细分,因为国内动荡更多地受到地方特质冲击的影响(该比例既不归因于全球因素也不归因于区域因素)。但是,南非以及在较小程度上埃及的动荡仍然相对更容易受到全球影响。这意味着存在从国际投资组合多元化中获利的潜力,以及旨在稳定这些市场中股票市场的政策的成功范围。

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    Mumba Mabvuto;

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  • 年度 2011
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  • 正文语种 English
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