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一种用于评估过去十年油价与股票市场关系的马尔可夫切换方法:新冠疫情的影响

A Markov Switching Approach in Assessing Oil Price and Stock Market Nexus in the Last Decade: The Impact of the COVID-19 Pandemic.

作者信息

Phoong Seuk Wai, Mahi Masnun Al, Phoong Seuk Yen

机构信息

Universiti Malaya, Kuala Lumpur, Malaysia.

BRAC University, Bangladesh.

出版信息

Sage Open. 2023 Feb 20;13(1):21582440231153855. doi: 10.1177/21582440231153855. eCollection 2023 Jan-Mar.

Abstract

We revisit the oil price and stock market nexus by considering the impact of major economic shocks in the post-global financial crisis (GFC) scenario. Our breakpoint unit root test and Markov switching regression (MRS) analyses using West Texas Intermediate (WTI) oil price and Standard & Poor's 500 (S&P 500) market index show that among the major economic events, the recent coronavirus (COVID-19) pandemic is the most significant contributor to market volatilities. Furthermore, our MRS results show that the relationship between oil price and the stock market is regime-dependent; the stock market experiences substantial and positive shocks in a volatile oil price regime. Our results provide valuable insights to investors and policymakers regarding risk management and financial market stability during economic crisis periods, specifically during the COVID-19 pandemic.

摘要

我们通过考虑全球金融危机(GFC)后情景下重大经济冲击的影响,重新审视油价与股票市场的关系。我们使用西德克萨斯中质原油(WTI)价格和标准普尔500指数(S&P 500)市场指数进行的断点单位根检验和马尔可夫切换回归(MRS)分析表明,在主要经济事件中,近期的冠状病毒(COVID-19)大流行是市场波动的最重要因素。此外,我们的MRS结果表明,油价与股票市场之间的关系取决于市场状态;在油价波动的状态下,股票市场会经历重大的正向冲击。我们的结果为投资者和政策制定者在经济危机期间,特别是在COVID-19大流行期间的风险管理和金融市场稳定提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1103/9944429/aec7b1f1355c/10.1177_21582440231153855-fig1.jpg

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