投资者情绪与石油价格之间的时变因果关系:不确定性是否重要?

Mohamed Sahbi Nakhli, Khaled Mokni, Manel Youssef
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摘要

虽然对石油市场-投资者情绪(IS)进行了大量研究,但几乎所有研究都集中在恒定关系的假设上,而没有关注时变方法中的因果关系分析。为了填补这一空白,本研究在时变格兰杰因果检验的基础上研究了 IS 与石油价格之间的预测能力。利用 1987-2020 年期间的数据,我们发现投资者情绪与石油价格之间存在显著的双向非对称时变因果影响,表明石油价格可能会预测投资者情绪,反之亦然。此外,研究结果表明,在重大经济和政治事件期间,看跌(看涨)投资者情绪对油价有积极(消极)影响。相反,油价对投资者情绪的影响则在正负之间转换。进一步的分析表明,与石油和股票市场相关的不确定性可以成为油价对看跌 IS 的预测力的驱动因素。
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Time-varying causality between investor sentiment an oil price: Does uncertainty matter?
While the oil market-investors sentiment (IS) has been considerably investigated, almost all studies have focused on the assumption of a constant relationship, and no attention has been given to the causality analysis in a time-varying approach. To fill this gap, this study investigates the predictive power between IS and oil price based on a time-varying Granger causality test. Using data over the period 1987–2020, we find evidence of significant bidirectional asymmetric time-varying causal influences between investor sentiment and oil prices, suggesting that oil prices may predict investor sentiment and vice versa. Besides, the results suggest that bearish (bullish) investor sentiment has positive (negative) influences on oil prices during major economic and political events. In contrast, oil price exerts an influence on the sentiment which switches between positive and negative from one period to another. Further analysis shows that uncertainty related to the oil and equity markets can be a driver of the predictive power of oil prices on the bearish IS.
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