Has COVID-19 changed the stock return-oil price predictability pattern?

被引:36
作者
Zhang, Fan [1 ]
Narayan, Paresh Kumar [2 ]
Devpura, Neluka [3 ]
机构
[1] Zhejiang Univ Finance & Econ, Sch Publ Finance & Taxat, Hangzhou, Peoples R China
[2] Monash Univ, Monash Business Sch, Melbourne, Vic, Australia
[3] Univ Sri Jayewardenepura, Fac Appl Sci, Dept Stat, Nugegoda, Sri Lanka
关键词
COVID-19; Oil prices; Stock returns;
D O I
10.1186/s40854-021-00277-7
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
In this paper, we examine if COVID-19 has impacted the relationship between oil prices and stock returns predictions using daily Japanese stock market data from 01/04/2020 to 03/17/2021. We make a novel contribution to the literature by testing whether the COVID-19 pandemic has changed this predictability relationship. Employing an empirical model that controls for seasonal effects, return-related control variables, heteroskedasticity, persistency, and endogeneity, we demonstrate that the influence of oil prices on stock returns declined by around 89.5% due to COVID-19. This implies that when COVID-19 reduced economic activity and destabilized financial markets, the influence of oil prices on stock returns declined. This finding could have implications for trading strategies that rely on oil prices.
引用
收藏
页数:10
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