Financial market contagion and the sovereign debt crisis: a smooth transition approach

Detalhes bibliográficos
Autor(a) principal: Martins, Susana
Data de Publicação: 2018
Outros Autores: Amado, Cristina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/60223
Resumo: In this paper, we investigate the timing and extent of sovereign debt contagion across nine Eurozone countries using daily returns on 10-year government bonds from 2007 until 2017. The novelty lies in modelling bond return correlations using a multivariate GARCH model with a multiplicative decomposition of the variance and time-varying conditional correlations. The model introduces flexibility by allowing the individual unconditional variances to be time-dependent and the correlations to change smoothly between two extreme states according to time and observable financial variables. The main results provide no evidence of asymmetric response of bond return comovements to negative shocks, as opposed to the size of innovations from the periphery which is expected to affect the dynamics of correlations. Our findings further indicate the presence of long-run contagion effects across peripheral countries following the more acute phase of the sovereign crisis. Interestingly, periods of high turbulence in the European stock market do not seem to drive financial contagion.
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spelling Financial market contagion and the sovereign debt crisis: a smooth transition approachFinancial contagionEuropean sovereign debt crisisMultivariate GARCH modelDynamic correlationsMultiplicative decomposition of volatilityIn this paper, we investigate the timing and extent of sovereign debt contagion across nine Eurozone countries using daily returns on 10-year government bonds from 2007 until 2017. The novelty lies in modelling bond return correlations using a multivariate GARCH model with a multiplicative decomposition of the variance and time-varying conditional correlations. The model introduces flexibility by allowing the individual unconditional variances to be time-dependent and the correlations to change smoothly between two extreme states according to time and observable financial variables. The main results provide no evidence of asymmetric response of bond return comovements to negative shocks, as opposed to the size of innovations from the periphery which is expected to affect the dynamics of correlations. Our findings further indicate the presence of long-run contagion effects across peripheral countries following the more acute phase of the sovereign crisis. Interestingly, periods of high turbulence in the European stock market do not seem to drive financial contagion.Fundação para a Ciência e Tecnologia (FCT)The first author gratefully acknowledges financial support from the Portuguese Foundation for Science and Technology (FCT) under the fellowship SFRH/BD/109539/2015 and from the Student Travel Grant supported by the 2017 IAAE Annual Conference. This research has also been supported by funding from COMPETE (Ref. No. POCI-01-0145-FEDER-006683), with the FCT/MEC’s financial support through national funding and by the ERDF through the Operational Programme on "Competitiveness and Internationalization" - COMPETE 2020 under the PT2020 Partnership Agreement.info:eu-repo/semantics/publishedVersionUniversidade do Minho. Núcleo de Investigação em Políticas Económicas (NIPE)Universidade do MinhoMartins, SusanaAmado, Cristina20182018-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/60223enghttps://www.eeg.uminho.pt/pt/investigar/nipe/Paginas/publicacoes.aspxinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:04:05Zoai:repositorium.sdum.uminho.pt:1822/60223Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:54:16.581890Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Financial market contagion and the sovereign debt crisis: a smooth transition approach
title Financial market contagion and the sovereign debt crisis: a smooth transition approach
spellingShingle Financial market contagion and the sovereign debt crisis: a smooth transition approach
Martins, Susana
Financial contagion
European sovereign debt crisis
Multivariate GARCH model
Dynamic correlations
Multiplicative decomposition of volatility
title_short Financial market contagion and the sovereign debt crisis: a smooth transition approach
title_full Financial market contagion and the sovereign debt crisis: a smooth transition approach
title_fullStr Financial market contagion and the sovereign debt crisis: a smooth transition approach
title_full_unstemmed Financial market contagion and the sovereign debt crisis: a smooth transition approach
title_sort Financial market contagion and the sovereign debt crisis: a smooth transition approach
author Martins, Susana
author_facet Martins, Susana
Amado, Cristina
author_role author
author2 Amado, Cristina
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Martins, Susana
Amado, Cristina
dc.subject.por.fl_str_mv Financial contagion
European sovereign debt crisis
Multivariate GARCH model
Dynamic correlations
Multiplicative decomposition of volatility
topic Financial contagion
European sovereign debt crisis
Multivariate GARCH model
Dynamic correlations
Multiplicative decomposition of volatility
description In this paper, we investigate the timing and extent of sovereign debt contagion across nine Eurozone countries using daily returns on 10-year government bonds from 2007 until 2017. The novelty lies in modelling bond return correlations using a multivariate GARCH model with a multiplicative decomposition of the variance and time-varying conditional correlations. The model introduces flexibility by allowing the individual unconditional variances to be time-dependent and the correlations to change smoothly between two extreme states according to time and observable financial variables. The main results provide no evidence of asymmetric response of bond return comovements to negative shocks, as opposed to the size of innovations from the periphery which is expected to affect the dynamics of correlations. Our findings further indicate the presence of long-run contagion effects across peripheral countries following the more acute phase of the sovereign crisis. Interestingly, periods of high turbulence in the European stock market do not seem to drive financial contagion.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/60223
url https://hdl.handle.net/1822/60223
dc.language.iso.fl_str_mv eng
language eng
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dc.publisher.none.fl_str_mv Universidade do Minho. Núcleo de Investigação em Políticas Económicas (NIPE)
publisher.none.fl_str_mv Universidade do Minho. Núcleo de Investigação em Políticas Económicas (NIPE)
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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