危机期间的资本市场波动:油价洞察,波动率指数和黄金价格分析

IF 1.9 Q3 BUSINESS
Razvan Gabriel Hapau
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引用次数: 0

摘要

摘要本研究以2013年1月至2023年5月的月度数据为样本,基于Granger因果关系方法和脉冲响应函数,研究危机期间资本市场波动,探讨油价、VIX指数和黄金价格三个关键金融指标之间的关系,利用Johansen多变量方法和VAR/VECM模型的估计实证检验长期关系的存在性。通过分析这些指标之间的相互依赖关系,该研究揭示了这些指标对经济动荡的反应。该研究采用稳健的计量经济学方法来调查因果关系和预测模式,为投资者、政策制定者和分析师在不确定的金融格局中导航提供了有价值的见解。研究结果揭示了微妙的动态,例如油价的动量,油价与VIX指数之间的反比关系,以及VIX指数与石油和黄金价格之间的显著格兰杰因果关系。此外,从脉冲响应模式来看,VIX指数的震荡导致油价在震荡后的第二季度出现明显的下跌,随后出现震荡。在波动率指数(VIX)震荡后,金价最初出现小幅下跌,但没有持久影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Capital Market Volatility During Crises: Oil Price Insights, VIX Index, and Gold Price Analysis
Abstract The study aims to investigate capital market volatility during crises, exploring the relationships between three key financial indicators: oil prices, the VIX index, and gold prices, using monthly data covering the period from January 2013 to May 2023, based on the Granger causality approach and the impulse response function testing empirically the existence of the long-run relationship using Johansen multivariate approach and the estimation of the VAR/VECM model. By analysing their interdependencies, the research sheds light on how these indicators respond to economic turbulence. The study employs robust econometric methods to investigate causal relationships and predictive patterns, providing valuable insights for investors, policymakers, and analysts navigating uncertain financial landscapes. The findings reveal nuanced dynamics, such as the momentum in oil prices, the inverse relationship between oil prices and the VIX index, and a significant Granger causality relationship running from the VIX index to oil and gold prices. Furthermore, based on the impulse response patterns, the shock in the VIX index caused a notable oil price decrease in the second quarter after the shock, followed by oscillations. Gold prices exhibit a minor initial decline after the VIX shock, with no lasting effects.
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来源期刊
CiteScore
6.20
自引率
2.70%
发文量
25
审稿时长
10 weeks
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