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Stock market comovements among Asian emerging economies: A wavelet-based approach

Stock market, is one of the most important financial market which has a close relationship with a country’s economy, due to which it is often called the barometer of the economy. Over the past 25 years, the stock markets have been affected by different global economic shocks. Various researchers hav...

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Autores principales: Younis, Ijaz, Longsheng, Cheng, Basheer, Muhammad Farhan, Joyo, Ahmed Shafique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7549817/
https://www.ncbi.nlm.nih.gov/pubmed/33044995
http://dx.doi.org/10.1371/journal.pone.0240472
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author Younis, Ijaz
Longsheng, Cheng
Basheer, Muhammad Farhan
Joyo, Ahmed Shafique
author_facet Younis, Ijaz
Longsheng, Cheng
Basheer, Muhammad Farhan
Joyo, Ahmed Shafique
author_sort Younis, Ijaz
collection PubMed
description Stock market, is one of the most important financial market which has a close relationship with a country’s economy, due to which it is often called the barometer of the economy. Over the past 25 years, the stock markets have been affected by different global economic shocks. Various researchers have analyzed different aspects of these effects one by one, however, this study is an assessment of stock market interrelationship of emeriging Asian economies which include most of the East Asian, and Southeast Asian emerging economies with special focus on China for past decades during which different crisis occurred. We used Morgan Stanley capital international (MSCI) daily indices data for each stock market and compared Chinese stock market with the stock markets of India, Pakistan, Malaysia, Singapore, and Indonesia. We analyzed the data through the individual wavelet power spectrum, cross-wavelet transform and wavelet coherence, to determine the correlation and volatility among the selected stock markets. These model have the power to analyze co-movements among these countries with respect to both frequency and time spaces. Our findings show that there are co-movement patterns of higher frequencies during the crises periods of 1997, 2008 and 2015. The dependency strength among the considered economies is noted to increase in the crisis periods, which implies increased short- and long-term benefits for the investors. From a financial point of view, it has been determined that the co-movement strength among the emerging economies of Asia may have an effect on the VaR (Value at Risk) levels of a multi-country portfolio. Furthermore, the stock market of China shows a high correlation with the other six Asian stock emerging markets in both high and low-frequency spectrums. The association of the south and east Asian stock market with Chinese stock markets show the interconnection of these economies with the economy of China since past two decades. These findings are useful for investors, portfolio managers and the policymaker around the globe.
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spelling pubmed-75498172020-10-20 Stock market comovements among Asian emerging economies: A wavelet-based approach Younis, Ijaz Longsheng, Cheng Basheer, Muhammad Farhan Joyo, Ahmed Shafique PLoS One Research Article Stock market, is one of the most important financial market which has a close relationship with a country’s economy, due to which it is often called the barometer of the economy. Over the past 25 years, the stock markets have been affected by different global economic shocks. Various researchers have analyzed different aspects of these effects one by one, however, this study is an assessment of stock market interrelationship of emeriging Asian economies which include most of the East Asian, and Southeast Asian emerging economies with special focus on China for past decades during which different crisis occurred. We used Morgan Stanley capital international (MSCI) daily indices data for each stock market and compared Chinese stock market with the stock markets of India, Pakistan, Malaysia, Singapore, and Indonesia. We analyzed the data through the individual wavelet power spectrum, cross-wavelet transform and wavelet coherence, to determine the correlation and volatility among the selected stock markets. These model have the power to analyze co-movements among these countries with respect to both frequency and time spaces. Our findings show that there are co-movement patterns of higher frequencies during the crises periods of 1997, 2008 and 2015. The dependency strength among the considered economies is noted to increase in the crisis periods, which implies increased short- and long-term benefits for the investors. From a financial point of view, it has been determined that the co-movement strength among the emerging economies of Asia may have an effect on the VaR (Value at Risk) levels of a multi-country portfolio. Furthermore, the stock market of China shows a high correlation with the other six Asian stock emerging markets in both high and low-frequency spectrums. The association of the south and east Asian stock market with Chinese stock markets show the interconnection of these economies with the economy of China since past two decades. These findings are useful for investors, portfolio managers and the policymaker around the globe. Public Library of Science 2020-10-12 /pmc/articles/PMC7549817/ /pubmed/33044995 http://dx.doi.org/10.1371/journal.pone.0240472 Text en © 2020 Younis et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Younis, Ijaz
Longsheng, Cheng
Basheer, Muhammad Farhan
Joyo, Ahmed Shafique
Stock market comovements among Asian emerging economies: A wavelet-based approach
title Stock market comovements among Asian emerging economies: A wavelet-based approach
title_full Stock market comovements among Asian emerging economies: A wavelet-based approach
title_fullStr Stock market comovements among Asian emerging economies: A wavelet-based approach
title_full_unstemmed Stock market comovements among Asian emerging economies: A wavelet-based approach
title_short Stock market comovements among Asian emerging economies: A wavelet-based approach
title_sort stock market comovements among asian emerging economies: a wavelet-based approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7549817/
https://www.ncbi.nlm.nih.gov/pubmed/33044995
http://dx.doi.org/10.1371/journal.pone.0240472
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