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The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon
We explore the use of implied volatility indices as a tool for estimate changes in the synchronization of stock markets. Specifically, we assess the implied stock market’s volatility indices’ predictive power on synchronizing global equity indices returns. We built the correlation network of 26 stoc...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136682/ https://www.ncbi.nlm.nih.gov/pubmed/34014976 http://dx.doi.org/10.1371/journal.pone.0250846 |
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author | Magner, Nicolás Lavin, Jaime F. Valle, Mauricio Hardy, Nicolás |
author_facet | Magner, Nicolás Lavin, Jaime F. Valle, Mauricio Hardy, Nicolás |
author_sort | Magner, Nicolás |
collection | PubMed |
description | We explore the use of implied volatility indices as a tool for estimate changes in the synchronization of stock markets. Specifically, we assess the implied stock market’s volatility indices’ predictive power on synchronizing global equity indices returns. We built the correlation network of 26 stock indices and implemented in-sample and out-of-sample tests to evaluate the predictive power of VIX, VSTOXX, and VXJ implied volatility indices. To measure markets’ synchronization, we use the Minimum Spanning Tree length and the length of the Planar Maximally Filtered Graph. Our results indicate a high predictive power of all the volatility indices, both individually and together, though the VIX predominates over the evaluated options. We find that an increase in the markets’ volatility expectations, captured by the implied volatility indices, is a good Granger predictor of an increase in the synchronization of returns in the following month. Estimating, monitoring, and predicting returns’ synchronization is essential for investment decision-making, especially for diversification strategies and regulating financial systems. |
format | Online Article Text |
id | pubmed-8136682 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-81366822021-06-02 The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon Magner, Nicolás Lavin, Jaime F. Valle, Mauricio Hardy, Nicolás PLoS One Research Article We explore the use of implied volatility indices as a tool for estimate changes in the synchronization of stock markets. Specifically, we assess the implied stock market’s volatility indices’ predictive power on synchronizing global equity indices returns. We built the correlation network of 26 stock indices and implemented in-sample and out-of-sample tests to evaluate the predictive power of VIX, VSTOXX, and VXJ implied volatility indices. To measure markets’ synchronization, we use the Minimum Spanning Tree length and the length of the Planar Maximally Filtered Graph. Our results indicate a high predictive power of all the volatility indices, both individually and together, though the VIX predominates over the evaluated options. We find that an increase in the markets’ volatility expectations, captured by the implied volatility indices, is a good Granger predictor of an increase in the synchronization of returns in the following month. Estimating, monitoring, and predicting returns’ synchronization is essential for investment decision-making, especially for diversification strategies and regulating financial systems. Public Library of Science 2021-05-20 /pmc/articles/PMC8136682/ /pubmed/34014976 http://dx.doi.org/10.1371/journal.pone.0250846 Text en © 2021 Magner et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Magner, Nicolás Lavin, Jaime F. Valle, Mauricio Hardy, Nicolás The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title | The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title_full | The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title_fullStr | The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title_full_unstemmed | The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title_short | The predictive power of stock market’s expectations volatility: A financial synchronization phenomenon |
title_sort | predictive power of stock market’s expectations volatility: a financial synchronization phenomenon |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8136682/ https://www.ncbi.nlm.nih.gov/pubmed/34014976 http://dx.doi.org/10.1371/journal.pone.0250846 |
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