石油价格与股票价格相关性的多尺度特征

IF 2.5 Q2 ECONOMICS
Ngo Thai Hung, Xuan Vinh Vo
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引用次数: 2

摘要

本文研究了非洲市场石油价格与股票价格之间的时变联系。我们采用基于小波的动态条件相关框架,这使我们能够在时间和频率域上研究石油和非洲股票市场之间的时变相关性。实证结果表明,石油价格与非洲股市价格之间的相互依赖是时变的,并且在各个小波尺度上分布。更重要的是,这些国家的石油价格和股票回报之间的动态关系在短期内变化更频繁,且水平更低。然而,我们发现,除了在Covid-19期间短期整合显著增加外,它们之间存在中长期协同运动,这可能有助于投资组合经理和投资者降低风险。基于上述资产的动态条件相关性,我们确定了具有实际意义的对冲比率和最优投资组合权重。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multi-scale Features of Interdependence Between Oil Prices and Stock  Prices

Multi-scale Features of Interdependence Between Oil Prices and Stock  Prices

This paper investigates the time-varying connectedness between oil prices and the stock prices in African markets. We employ a wavelet-based dynamic conditional correlation framework, which allows us to look into the time-varying correlation between oil and African stock markets in time and frequency domains. Empirical results show the interdependence between oil prices and African stock market prices are time-varying and spread across various wavelet scales. More importantly, the dynamic relationship between oil prices and stock returns in these countries varies more frequently and at a lower level in the short run. However, we find the long and medium-range co-movements between them except during the Covid-19 period when short-term integration increased considerably, which might help portfolio managers and investors mitigate risk. We identify the hedge ratios and optimal portfolio weights for practical implications based on the said assets' dynamic conditional correlation.

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来源期刊
CiteScore
3.00
自引率
0.00%
发文量
34
期刊介绍: The current remarkable growth in the Asia-Pacific financial markets is certain to continue. These markets are expected to play a further important role in the world capital markets for investment and risk management. In accordance with this development, Asia-Pacific Financial Markets (formerly Financial Engineering and the Japanese Markets), the official journal of the Japanese Association of Financial Econometrics and Engineering (JAFEE), is expected to provide an international forum for researchers and practitioners in academia, industry, and government, who engage in empirical and/or theoretical research into the financial markets. We invite submission of quality papers on all aspects of finance and financial engineering. Here we interpret the term ''financial engineering'' broadly enough to cover such topics as financial time series, portfolio analysis, global asset allocation, trading strategy for investment, optimization methods, macro monetary economic analysis and pricing models for various financial assets including derivatives We stress that purely theoretical papers, as well as empirical studies that use Asia-Pacific market data, are welcome. Officially cited as: Asia-Pac Financ Markets
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