Energy Market Uncertainties and Gold Return Volatility: A GARCH–MIDAS Approach

IF 1.7 4区 经济学 Q3 ECONOMICS
Afees A. Salisu, Ahamuefula E. Ogbonna, Rangan Gupta, Sisa Shiba
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Abstract

In this study, the GARCH–MIDAS model is utilized to evaluate how predictable oil and energy market uncertainties are in relation to gold return volatility. We examine daily gold returns and monthly energy uncertainty measurements such as oil market uncertainty (OMU) and oil price uncertainty (OPU), as well as measurements of energy market uncertainties such as the global equally weighted energy uncertainty index (GEUI-EQ), GDP-weighted global energy uncertainty index (GEUI-GDP), and country-specific energy uncertainty indexes for 28 countries—spanning the period from January 1969 to October 2022. We calculate the total connectedness index (TCI) for the country-specific indexes as a measure of the composite energy uncertainty index. We find that higher uncertainties in the oil and energy markets lead to increased gold volatilities, suggesting that gold can serve as a reliable hedge against oil and energy market uncertainties. Enhanced trading in the gold market raises its volatility as oil and energy market uncertainties increase. Our analysis, both within the sample and out-of-sample, supports this conclusion, and our findings remain valid even when alternative measures of oil and energy market uncertainties are considered. Further valuable insights, including the practical implications of our findings, extending beyond the hedging prowess of gold against heightened energy uncertainty, are also provided for practitioners, including investors and policymakers.

能源市场不确定性与黄金收益波动:GARCH-MIDAS方法
在本研究中,GARCH-MIDAS模型被用来评估石油和能源市场的不确定性与黄金收益波动的关系。我们研究了从1969年1月到2022年10月28个国家的每日黄金收益和月度能源不确定性测量,如石油市场不确定性(OMU)和油价不确定性(OPU),以及能源市场不确定性测量,如全球等加权能源不确定性指数(GEUI-EQ)、gdp加权全球能源不确定性指数(GEUI-GDP)和特定国家的能源不确定性指数。我们计算了国家特定指数的总连通性指数(TCI),作为综合能源不确定性指数的衡量标准。我们发现,石油和能源市场的不确定性增加导致黄金波动性增加,这表明黄金可以作为对冲石油和能源市场不确定性的可靠工具。随着石油和能源市场不确定性的增加,黄金市场交易的增加增加了其波动性。我们的分析,无论是样本内还是样本外,都支持这一结论,即使考虑到石油和能源市场不确定性的替代措施,我们的发现仍然有效。进一步的有价值的见解,包括我们的研究结果的实际意义,延伸到黄金对冲能源不确定性加剧的能力,也为从业者,包括投资者和政策制定者提供。
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来源期刊
CiteScore
3.20
自引率
5.30%
发文量
36
期刊介绍: Australian Economic Papers publishes innovative and thought provoking contributions that extend the frontiers of the subject, written by leading international economists in theoretical, empirical and policy economics. Australian Economic Papers is a forum for debate between theorists, econometricians and policy analysts and covers an exceptionally wide range of topics on all the major fields of economics as well as: theoretical and empirical industrial organisation, theoretical and empirical labour economics and, macro and micro policy analysis.
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