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

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 predicta...

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Detalles Bibliográficos
Autores principales: Zhang, Fan, Narayan, Paresh Kumar, Devpura, Neluka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364832/
https://www.ncbi.nlm.nih.gov/pubmed/35024287
http://dx.doi.org/10.1186/s40854-021-00277-7
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author Zhang, Fan
Narayan, Paresh Kumar
Devpura, Neluka
author_facet Zhang, Fan
Narayan, Paresh Kumar
Devpura, Neluka
author_sort Zhang, Fan
collection PubMed
description 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.
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spelling pubmed-83648322021-08-16 Has COVID-19 changed the stock return-oil price predictability pattern? Zhang, Fan Narayan, Paresh Kumar Devpura, Neluka Financ Innov Research 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. Springer Berlin Heidelberg 2021-08-16 2021 /pmc/articles/PMC8364832/ /pubmed/35024287 http://dx.doi.org/10.1186/s40854-021-00277-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research
Zhang, Fan
Narayan, Paresh Kumar
Devpura, Neluka
Has COVID-19 changed the stock return-oil price predictability pattern?
title Has COVID-19 changed the stock return-oil price predictability pattern?
title_full Has COVID-19 changed the stock return-oil price predictability pattern?
title_fullStr Has COVID-19 changed the stock return-oil price predictability pattern?
title_full_unstemmed Has COVID-19 changed the stock return-oil price predictability pattern?
title_short Has COVID-19 changed the stock return-oil price predictability pattern?
title_sort has covid-19 changed the stock return-oil price predictability pattern?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8364832/
https://www.ncbi.nlm.nih.gov/pubmed/35024287
http://dx.doi.org/10.1186/s40854-021-00277-7
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