Time-frequency analysis of the comovement between wheat and equity markets

IF 5.7 Q1 BUSINESS, FINANCE Journal of Risk Finance Pub Date : 2022-05-03 DOI:10.1108/jrf-01-2022-0018
Amine Ben Amar, Mondher Bouattour, Jean-Etienne Carlotti
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Abstract

PurposeThis study aims to investigate the time-frequency comovement between wheat futures traded on three US markets (Chicago Board of Trade (CBOT), Kansas City Board of Trade (KCBOT) and Minneapolis Grain Exchange (MGE)) at different maturities and a global equity index.Design/methodology/approachAs they allow to trace transitional shifts over time and across different frequency bands, this paper relies on continuous wavelet tools to investigate the time-frequency comovement among wheat and global stock markets.FindingsThe results show an increase in wheat futures prices at all maturities and a weak integration level within each wheat market during the subprime crisis. Moreover, the wavelet power spectra maps show high wheat and equity price volatility at different time scales and for various subperiods. Furthermore, the continuous wavelet coherence highlights time-frequency-varying comovements between the markets considered, which become particularly high during times of crisis.Practical implicationsThe results provide market participants with a better understanding of the nature as well as the magnitude of the relationship between the global financial market and different wheat markets at different maturities and during tranquil and crisis periods. Indeed, from investors' perspective it is important to understand how markets are segmented or integrated during tranquil and crisis periods in order to better assess risks, diversify portfolios and implement more effective hedging strategies. As for regulators, a better understanding of the level of integration of different markets would further help refine macroprudential policies, and thus strengthen financial stability and resilience.Originality/valueThis paper enriches the existing literature by investigating the time-frequency comovement between wheat and a global equity market. Indeed, the dynamics between stock and wheat markets across different nearest to maturities have not been widely explored by previous studies.
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小麦与股票市场联动的时频分析
目的本研究旨在研究美国三个市场(芝加哥期货交易所(CBOT)、堪萨斯城期货交易所(KCBOT)和明尼阿波利斯谷物交易所(MGE))不同到期日的小麦期货与全球股票指数之间的时频协动。设计/方法/方法由于它们允许跟踪随着时间的推移和不同频带之间的过渡变化,本文依赖于连续小波工具来研究小麦和全球股票市场之间的时频协动。结果显示,在次贷危机期间,所有到期日的小麦期货价格都有所上涨,每个小麦市场的整合水平都很弱。此外,小波功率谱图显示了不同时间尺度和不同子周期的小麦和股票价格的高波动性。此外,连续小波相干性突出了所考虑的市场之间时频变化的协同作用,在危机时期这种协同作用变得特别高。实际含义研究结果使市场参与者更好地了解了全球金融市场与不同成熟期、平静期和危机期的不同小麦市场之间关系的性质和规模。事实上,从投资者的角度来看,重要的是要了解市场在平静和危机时期是如何分割或整合的,以便更好地评估风险,使投资组合多样化,并实施更有效的对冲策略。至于监管机构,更好地了解不同市场的一体化水平将有助于进一步完善宏观审慎政策,从而加强金融稳定性和韧性。原创性/价值本文通过研究小麦与全球股票市场之间的时频协动,丰富了现有文献。事实上,先前的研究尚未广泛探讨不同最接近到期日的股票和小麦市场之间的动态。
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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来源期刊
Journal of Risk Finance
Journal of Risk Finance BUSINESS, FINANCE-
CiteScore
6.20
自引率
6.70%
发文量
37
期刊介绍: The Journal of Risk Finance provides a rigorous forum for the publication of high quality peer-reviewed theoretical and empirical research articles, by both academic and industry experts, related to financial risks and risk management. Articles, including review articles, empirical and conceptual, which display thoughtful, accurate research and be rigorous in all regards, are most welcome on the following topics: -Securitization; derivatives and structured financial products -Financial risk management -Regulation of risk management -Risk and corporate governance -Liability management -Systemic risk -Cryptocurrency and risk management -Credit arbitrage methods -Corporate social responsibility and risk management -Enterprise risk management -FinTech and risk -Insurtech -Regtech -Blockchain and risk -Climate change and risk
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