The time-varying volatility spillover effects between China's coal and metal market

IF 1.8 4区 经济学 Q2 BUSINESS, FINANCE Journal of Futures Markets Pub Date : 2024-02-04 DOI:10.1002/fut.22488
Boqiang Lin, Tianxu Lan
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Abstract

This study employs a time-varying parameter vector autoregression methodology with the Diebold and Yilmaz spillover index to scrutinize the temporal fluctuations in volatility spillovers between the Chinese coal and metal markets. The analysis is conducted from the dual perspectives of security indices and futures prices. The findings reveal a robust correlation between the coal and metal markets, with the coal market serving as a primary conduit for volatility spillover into the metal market. Furthermore, this study investigates the time-specific impacts of coal decommissioning policies, the COVID-19 pandemic, and the coal supply crisis on the coal–metal market volatility spillovers. The findings indicate that these three unique shocks significantly increase the overall risk spillover index between the coal and metal markets. Moreover, during these exceptional events, the extent or role of risk spillover in the coal–metal market undergoes varying degrees of change. On the basis of these findings, this article presents pertinent policy recommendations.

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中国煤炭和金属市场之间的时变波动溢出效应
本研究利用时变参数向量自回归方法和 Diebold 和 Yilmaz 溢出指数,对中国煤炭和金属市场之间的波动溢出效应的时间波动进行了研究。分析从证券指数和期货价格两个角度进行。研究结果表明,煤炭市场和金属市场之间存在稳健的相关性,煤炭市场是波动溢出到金属市场的主要渠道。此外,本研究还探讨了煤炭去产能政策、COVID-19 大流行病和煤炭供应危机对煤炭-金属市场波动溢出的特定时间影响。研究结果表明,这三个特殊冲击显著增加了煤炭和金属市场之间的整体风险溢出指数。此外,在这些特殊事件中,煤炭-金属市场的风险溢出程度或作用也会发生不同程度的变化。在这些研究结果的基础上,本文提出了相关的政策建议。
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来源期刊
Journal of Futures Markets
Journal of Futures Markets BUSINESS, FINANCE-
CiteScore
3.70
自引率
15.80%
发文量
91
期刊介绍: The Journal of Futures Markets chronicles the latest developments in financial futures and derivatives. It publishes timely, innovative articles written by leading finance academics and professionals. Coverage ranges from the highly practical to theoretical topics that include futures, derivatives, risk management and control, financial engineering, new financial instruments, hedging strategies, analysis of trading systems, legal, accounting, and regulatory issues, and portfolio optimization. This publication contains the very latest research from the top experts.
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