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Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations

In this paper, we study the cross-market effects of Brexit on the stock and bond markets of nine major countries in the world. By incorporating information theory, we introduce the time-varying impact weights based on symbolic transfer entropy to improve the traditional GARCH model. The empirical re...

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Detalles Bibliográficos
Autores principales: Chen, Xiurong, Tian, Yixiang, Zhao, Rubo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560545/
https://www.ncbi.nlm.nih.gov/pubmed/28817712
http://dx.doi.org/10.1371/journal.pone.0183194
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author Chen, Xiurong
Tian, Yixiang
Zhao, Rubo
author_facet Chen, Xiurong
Tian, Yixiang
Zhao, Rubo
author_sort Chen, Xiurong
collection PubMed
description In this paper, we study the cross-market effects of Brexit on the stock and bond markets of nine major countries in the world. By incorporating information theory, we introduce the time-varying impact weights based on symbolic transfer entropy to improve the traditional GARCH model. The empirical results show that under the influence of Brexit, flight-to-quality not only commonly occurs between the stocks and bonds of each country but also simultaneously occurs among different countries. We also find that the accuracy of the time-varying symbolic transfer entropy GARCH model proposed in this paper has been improved compared to the traditional GARCH model, which indicates that it has a certain practical application value.
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spelling pubmed-55605452017-08-25 Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations Chen, Xiurong Tian, Yixiang Zhao, Rubo PLoS One Research Article In this paper, we study the cross-market effects of Brexit on the stock and bond markets of nine major countries in the world. By incorporating information theory, we introduce the time-varying impact weights based on symbolic transfer entropy to improve the traditional GARCH model. The empirical results show that under the influence of Brexit, flight-to-quality not only commonly occurs between the stocks and bonds of each country but also simultaneously occurs among different countries. We also find that the accuracy of the time-varying symbolic transfer entropy GARCH model proposed in this paper has been improved compared to the traditional GARCH model, which indicates that it has a certain practical application value. Public Library of Science 2017-08-17 /pmc/articles/PMC5560545/ /pubmed/28817712 http://dx.doi.org/10.1371/journal.pone.0183194 Text en © 2017 Chen 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
Chen, Xiurong
Tian, Yixiang
Zhao, Rubo
Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title_full Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title_fullStr Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title_full_unstemmed Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title_short Study of the cross-market effects of Brexit based on the improved symbolic transfer entropy GARCH model—An empirical analysis of stock–bond correlations
title_sort study of the cross-market effects of brexit based on the improved symbolic transfer entropy garch model—an empirical analysis of stock–bond correlations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560545/
https://www.ncbi.nlm.nih.gov/pubmed/28817712
http://dx.doi.org/10.1371/journal.pone.0183194
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