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Multi-scale Features of Interdependence Between Oil Prices and Stock Prices
This paper investigates the time-varying connectedness between oil prices and the stock prices in African markets. We employ a wavelet-based dynamic conditional correlation framework, which allows us to look into the time-varying correlation between oil and African stock markets in time and frequenc...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Japan
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579589/ http://dx.doi.org/10.1007/s10690-022-09385-5 |
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author | Hung, Ngo Thai Vo, Xuan Vinh |
author_facet | Hung, Ngo Thai Vo, Xuan Vinh |
author_sort | Hung, Ngo Thai |
collection | PubMed |
description | This paper investigates the time-varying connectedness between oil prices and the stock prices in African markets. We employ a wavelet-based dynamic conditional correlation framework, which allows us to look into the time-varying correlation between oil and African stock markets in time and frequency domains. Empirical results show the interdependence between oil prices and African stock market prices are time-varying and spread across various wavelet scales. More importantly, the dynamic relationship between oil prices and stock returns in these countries varies more frequently and at a lower level in the short run. However, we find the long and medium-range co-movements between them except during the Covid-19 period when short-term integration increased considerably, which might help portfolio managers and investors mitigate risk. We identify the hedge ratios and optimal portfolio weights for practical implications based on the said assets' dynamic conditional correlation. |
format | Online Article Text |
id | pubmed-9579589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Japan |
record_format | MEDLINE/PubMed |
spelling | pubmed-95795892022-10-19 Multi-scale Features of Interdependence Between Oil Prices and Stock Prices Hung, Ngo Thai Vo, Xuan Vinh Asia-Pac Financ Markets Original Research This paper investigates the time-varying connectedness between oil prices and the stock prices in African markets. We employ a wavelet-based dynamic conditional correlation framework, which allows us to look into the time-varying correlation between oil and African stock markets in time and frequency domains. Empirical results show the interdependence between oil prices and African stock market prices are time-varying and spread across various wavelet scales. More importantly, the dynamic relationship between oil prices and stock returns in these countries varies more frequently and at a lower level in the short run. However, we find the long and medium-range co-movements between them except during the Covid-19 period when short-term integration increased considerably, which might help portfolio managers and investors mitigate risk. We identify the hedge ratios and optimal portfolio weights for practical implications based on the said assets' dynamic conditional correlation. Springer Japan 2022-10-18 /pmc/articles/PMC9579589/ http://dx.doi.org/10.1007/s10690-022-09385-5 Text en © The Author(s), under exclusive licence to Springer Japan KK, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Hung, Ngo Thai Vo, Xuan Vinh Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title | Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title_full | Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title_fullStr | Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title_full_unstemmed | Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title_short | Multi-scale Features of Interdependence Between Oil Prices and Stock Prices |
title_sort | multi-scale features of interdependence between oil prices and stock prices |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9579589/ http://dx.doi.org/10.1007/s10690-022-09385-5 |
work_keys_str_mv | AT hungngothai multiscalefeaturesofinterdependencebetweenoilpricesandstockprices AT voxuanvinh multiscalefeaturesofinterdependencebetweenoilpricesandstockprices |