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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

Authors :
Xiurong Chen
Rubo Zhao
Yixiang Tian
Source :
PLoS ONE, PLoS ONE, Vol 12, Iss 8, p e0183194 (2017)
Publication Year :
2017

Abstract

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.

Details

ISSN :
19326203
Volume :
12
Issue :
8
Database :
OpenAIRE
Journal :
PloS one
Accession number :
edsair.doi.dedup.....2da9683dc984dcf89270d40dc68cb5cd