Has COVID-19 changed the stock return-oil price predictability pattern?
被引:35
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作者:
Zhang, Fan
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Zhejiang Univ Finance & Econ, Sch Publ Finance & Taxat, Hangzhou, Peoples R ChinaZhejiang Univ Finance & Econ, Sch Publ Finance & Taxat, Hangzhou, Peoples R China
Zhang, Fan
[1
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Narayan, Paresh Kumar
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Monash Univ, Monash Business Sch, Melbourne, Vic, AustraliaZhejiang Univ Finance & Econ, Sch Publ Finance & Taxat, Hangzhou, Peoples R China
Narayan, Paresh Kumar
[2
]
Devpura, Neluka
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Univ Sri Jayewardenepura, Fac Appl Sci, Dept Stat, Nugegoda, Sri LankaZhejiang Univ Finance & Econ, Sch Publ Finance & Taxat, Hangzhou, Peoples R China
Devpura, Neluka
[3
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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
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.
机构:
Fed Reserve Bank Richmond, Charlotte Off, 530 E Trade St, Charlotte, NC 28202 USAFed Reserve Bank Richmond, Charlotte Off, 530 E Trade St, Charlotte, NC 28202 USA
Sakurai, Yuji
Kurosaki, Tetsuo
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Bank Japan, Tokyo, JapanFed Reserve Bank Richmond, Charlotte Off, 530 E Trade St, Charlotte, NC 28202 USA