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The impact of oil and gold price fluctuations on the South African equity market: Volatility spillovers and financial policy implications

机译:石油和黄金价格波动对南非股票市场的影响:波动性溢出和金融政策影响

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摘要

This paper assesses the impact of gold and oil price fluctuations on the volatility of the South African stock market and its component indices or sectors – namely, the financial, industrial and resource sectors – to infer the link between the commodity and stock markets in South Africa. Use is made of the vector autoregressive asymmetric dynamic conditional correlation generalised autoregressive conditional heteroskedasticity (VAR-ADCC-GARCH) model to this end. Moreover, the paper assesses the magnitude of the optimal portfolio weight, hedge ratio and hedge effectiveness for portfolios constituted of a pair of assets, namely oil-stock and gold-stock pairs. The findings of the study show that there is significant volatility spillover between the gold and stock markets, and the oil and stock markets. This finding suggests the importance of the link between the commodity and stock markets, which is essential for portfolio management. With reference to portfolio optimization and the possibility of hedging when using the pairs of assets under study, the findings suggest the importance of combining gold and stocks as the best strategy to hedge against stocks risk, especially during financial crises.
机译:本文评估了黄金和石油价格波动对南非股市及其组成指数或板块(即金融,工业和资源板块)波动的影响,以推断南非商品和股市之间的联系。 。为此,使用了矢量自回归不对称动态条件相关广义自回归条件异方差(VAR-ADCC-GARCH)模型。此外,本文评估了由一对资产(即石油股票和黄金股票对)组成的投资组合的最优投资组合权重,对冲比率和对冲有效性的大小。研究结果表明,黄金和股票市场以及石油和股票市场之间存在重大的波动溢出。这一发现表明了商品市场和股票市场之间联系的重要性,这对于投资组合管理至关重要。关于投资组合优化以及在使用研究中的资产对时进行对冲的可能性,研究结果表明结合黄金和股票作为对冲股票风险的最佳策略的重要性,尤其是在金融危机期间。

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