Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Barbosa Júnior, João lattes
Orientador(a): Tófoli, Paula Virgínia lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Católica de Brasília
Programa de Pós-Graduação: Programa Stricto Sensu em Economia de Empresas
Departamento: Escola de Gestão e Negócios
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Resumo em Inglês: The use of high frequency data has been recently intensified. Many aspects related to finance in general have considered the loads of information that such data provide to scientific studies. One particularly interesting area is the impact assessment of macroeconomic announcements on prices and volatility of financial assets in the period around the ad time. Although there is an extensive literature dealing with the impacts on these announcements on the price and volatility of financial assets, only a few of them assess the impact on the dependency between these assets. The current paper intends to assess the impact of important announcements related to the US economy over the dependence of the euro, pound and Swiss franc exchange rates against the US dollar. On this regard, we use closing price data for these exchange rates, sampled every five minutes, for the period from June 3, 2013 to June 12, 2017.The volatility of the intraday log-returns series is modeled using the MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) and the dependence between the exchange rates series is modeled by a D-vine copula with time-varying parameters, according to the Generalized Autoregressive Score (GAS) model. We find empirical evidence that, in fact, some macroeconomic announcements impact the dependency between these exchange rates around the ad period.
Link de acesso: https://bdtd.ucb.br:8443/jspui/handle/tede/2573
Resumo: The use of high frequency data has been recently intensified. Many aspects related to finance in general have considered the loads of information that such data provide to scientific studies. One particularly interesting area is the impact assessment of macroeconomic announcements on prices and volatility of financial assets in the period around the ad time. Although there is an extensive literature dealing with the impacts on these announcements on the price and volatility of financial assets, only a few of them assess the impact on the dependency between these assets. The current paper intends to assess the impact of important announcements related to the US economy over the dependence of the euro, pound and Swiss franc exchange rates against the US dollar. On this regard, we use closing price data for these exchange rates, sampled every five minutes, for the period from June 3, 2013 to June 12, 2017.The volatility of the intraday log-returns series is modeled using the MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) and the dependence between the exchange rates series is modeled by a D-vine copula with time-varying parameters, according to the Generalized Autoregressive Score (GAS) model. We find empirical evidence that, in fact, some macroeconomic announcements impact the dependency between these exchange rates around the ad period.
id UCB_22f6d72fbe94b1d831583b61a162ffeb
oai_identifier_str oai:bdtd.ucb.br:tede/2573
network_acronym_str UCB
network_name_str Biblioteca Digital de Teses e Dissertações da UCB
spelling Tófoli, Paula Virgíniahttp://lattes.cnpq.br/9625957902840622http://buscatextual.cnpq.br/buscatextual/busca.do?metodo=apresentarBarbosa Júnior, João2019-05-22T19:48:25Z2019-02-25BARBOSA JÚNIOR, João. Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros. 2019. 29 f. Dissertação (Programa Stricto Sensu em Economia de Empresas) - Universidade Católica de Brasília, Brasília, 2019.https://bdtd.ucb.br:8443/jspui/handle/tede/2573The use of high frequency data has been recently intensified. Many aspects related to finance in general have considered the loads of information that such data provide to scientific studies. One particularly interesting area is the impact assessment of macroeconomic announcements on prices and volatility of financial assets in the period around the ad time. Although there is an extensive literature dealing with the impacts on these announcements on the price and volatility of financial assets, only a few of them assess the impact on the dependency between these assets. The current paper intends to assess the impact of important announcements related to the US economy over the dependence of the euro, pound and Swiss franc exchange rates against the US dollar. On this regard, we use closing price data for these exchange rates, sampled every five minutes, for the period from June 3, 2013 to June 12, 2017.The volatility of the intraday log-returns series is modeled using the MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) and the dependence between the exchange rates series is modeled by a D-vine copula with time-varying parameters, according to the Generalized Autoregressive Score (GAS) model. We find empirical evidence that, in fact, some macroeconomic announcements impact the dependency between these exchange rates around the ad period.A utilização de dados em alta frequência tem sido intensificada nos últimos tempos. Diversos aspectos relacionados às finanças em geral têm se valido das cargas de informação que tais dados fornecem aos estudos. Um campo particularmente interessante é a avaliação do impacto de anúncios macroeconômicos no preço e na volatilidade de ativos financeiros no período em torno do horário do anúncio. Embora haja uma extensa literatura que trata dos impactos desses anúncios sobre o preço e a volatilidade de ativos financeiros, ainda há poucos que avaliam o impacto sobre a dependência entre esses ativos. Neste trabalho, buscou-se avaliar o impacto de importantes anúncios referentes à economia norte-americana sobre a dependência entre as taxas de câmbio do euro, da libra e do franco suíço contra o dólar norte-americano. Para isso, utilizamos dados dos preços de fechamento dessas taxas de câmbio, amostrados de cinco em cinco minutos, para o período de 3 de junho de 2013 a 12 junho de 2017. A volatilidade das séries de log-retornos intradiários é modelada mediante uso do MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) e a dependência entre as séries de taxa de câmbio é modelada por uma D-vine cópula com parâmetros tempo variantes, de acordo com o modelo GAS (Generalized Autorregressive Score). Encontramos evidências empíricas de que, de fato, alguns anúncios macroeconômicos têm impacto sobre a dependência entre essas taxas de câmbio no período em torno do anúncio.Submitted by Sara Ribeiro (sara.ribeiro@ucb.br) on 2019-05-22T19:47:03Z No. of bitstreams: 1 JoaoBarbosaJuniorDissertacao2019.pdf: 955643 bytes, checksum: 49dbf2a1706bd699b1b561c2c365df2d (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2019-05-22T19:48:25Z (GMT) No. of bitstreams: 1 JoaoBarbosaJuniorDissertacao2019.pdf: 955643 bytes, checksum: 49dbf2a1706bd699b1b561c2c365df2d (MD5)Made available in DSpace on 2019-05-22T19:48:25Z (GMT). No. of bitstreams: 1 JoaoBarbosaJuniorDissertacao2019.pdf: 955643 bytes, checksum: 49dbf2a1706bd699b1b561c2c365df2d (MD5) Previous issue date: 2019-02-25application/pdfhttps://bdtd.ucb.br:8443/jspui/retrieve/6384/JoaoBarbosaJuniorDissertacao2019.pdf.jpgporUniversidade Católica de BrasíliaPrograma Stricto Sensu em Economia de EmpresasUCBBrasilEscola de Gestão e NegóciosTaxas de câmbioAnúncios macroeconômicosAnnouncementsExchange ratesCNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIAOs impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeirosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UCBinstname:Universidade Católica de Brasíliainstacron:UCBTHUMBNAILJoaoBarbosaJuniorDissertacao2019.pdf.jpgJoaoBarbosaJuniorDissertacao2019.pdf.jpgimage/jpeg5669https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/4/JoaoBarbosaJuniorDissertacao2019.pdf.jpgd8ce6a756810bbdfb92633ea4062488eMD54TEXTJoaoBarbosaJuniorDissertacao2019.pdf.txtJoaoBarbosaJuniorDissertacao2019.pdf.txttext/plain47477https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/3/JoaoBarbosaJuniorDissertacao2019.pdf.txt1592fade1da98cff4e0e8c044e13fa0fMD53ORIGINALJoaoBarbosaJuniorDissertacao2019.pdfJoaoBarbosaJuniorDissertacao2019.pdfapplication/pdf955643https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/2/JoaoBarbosaJuniorDissertacao2019.pdf49dbf2a1706bd699b1b561c2c365df2dMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81905https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/1/license.txt75558dcf859532757239878b42f1c2c7MD51tede/2573oai:bdtd.ucb.br:tede/25732019-05-23 01:30:12.131Biblioteca Digital de Dissertações da Universidade Católica de Brasília - UCBsdi@ucb.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
dc.title.por.fl_str_mv Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
title Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
spellingShingle Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
Barbosa Júnior, João
Taxas de câmbio
Anúncios macroeconômicos
Announcements
Exchange rates
CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
title_short Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
title_full Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
title_fullStr Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
title_full_unstemmed Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
title_sort Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros
author Barbosa Júnior, João
author_facet Barbosa Júnior, João
author_role author
dc.contributor.advisor1.fl_str_mv Tófoli, Paula Virgínia
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/9625957902840622
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/busca.do?metodo=apresentar
dc.contributor.author.fl_str_mv Barbosa Júnior, João
contributor_str_mv Tófoli, Paula Virgínia
dc.subject.por.fl_str_mv Taxas de câmbio
Anúncios macroeconômicos
topic Taxas de câmbio
Anúncios macroeconômicos
Announcements
Exchange rates
CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
dc.subject.eng.fl_str_mv Announcements
Exchange rates
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ECONOMIA
dc.description.abstract.eng.fl_txt_mv The use of high frequency data has been recently intensified. Many aspects related to finance in general have considered the loads of information that such data provide to scientific studies. One particularly interesting area is the impact assessment of macroeconomic announcements on prices and volatility of financial assets in the period around the ad time. Although there is an extensive literature dealing with the impacts on these announcements on the price and volatility of financial assets, only a few of them assess the impact on the dependency between these assets. The current paper intends to assess the impact of important announcements related to the US economy over the dependence of the euro, pound and Swiss franc exchange rates against the US dollar. On this regard, we use closing price data for these exchange rates, sampled every five minutes, for the period from June 3, 2013 to June 12, 2017.The volatility of the intraday log-returns series is modeled using the MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) and the dependence between the exchange rates series is modeled by a D-vine copula with time-varying parameters, according to the Generalized Autoregressive Score (GAS) model. We find empirical evidence that, in fact, some macroeconomic announcements impact the dependency between these exchange rates around the ad period.
dc.description.abstract.por.fl_txt_mv A utilização de dados em alta frequência tem sido intensificada nos últimos tempos. Diversos aspectos relacionados às finanças em geral têm se valido das cargas de informação que tais dados fornecem aos estudos. Um campo particularmente interessante é a avaliação do impacto de anúncios macroeconômicos no preço e na volatilidade de ativos financeiros no período em torno do horário do anúncio. Embora haja uma extensa literatura que trata dos impactos desses anúncios sobre o preço e a volatilidade de ativos financeiros, ainda há poucos que avaliam o impacto sobre a dependência entre esses ativos. Neste trabalho, buscou-se avaliar o impacto de importantes anúncios referentes à economia norte-americana sobre a dependência entre as taxas de câmbio do euro, da libra e do franco suíço contra o dólar norte-americano. Para isso, utilizamos dados dos preços de fechamento dessas taxas de câmbio, amostrados de cinco em cinco minutos, para o período de 3 de junho de 2013 a 12 junho de 2017. A volatilidade das séries de log-retornos intradiários é modelada mediante uso do MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) e a dependência entre as séries de taxa de câmbio é modelada por uma D-vine cópula com parâmetros tempo variantes, de acordo com o modelo GAS (Generalized Autorregressive Score). Encontramos evidências empíricas de que, de fato, alguns anúncios macroeconômicos têm impacto sobre a dependência entre essas taxas de câmbio no período em torno do anúncio.
description The use of high frequency data has been recently intensified. Many aspects related to finance in general have considered the loads of information that such data provide to scientific studies. One particularly interesting area is the impact assessment of macroeconomic announcements on prices and volatility of financial assets in the period around the ad time. Although there is an extensive literature dealing with the impacts on these announcements on the price and volatility of financial assets, only a few of them assess the impact on the dependency between these assets. The current paper intends to assess the impact of important announcements related to the US economy over the dependence of the euro, pound and Swiss franc exchange rates against the US dollar. On this regard, we use closing price data for these exchange rates, sampled every five minutes, for the period from June 3, 2013 to June 12, 2017.The volatility of the intraday log-returns series is modeled using the MCGARCH (Multiplicative-component Generalized Autoregressive Conditional Heteroskedasticity model) and the dependence between the exchange rates series is modeled by a D-vine copula with time-varying parameters, according to the Generalized Autoregressive Score (GAS) model. We find empirical evidence that, in fact, some macroeconomic announcements impact the dependency between these exchange rates around the ad period.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-05-22T19:48:25Z
dc.date.issued.fl_str_mv 2019-02-25
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
status_str publishedVersion
format masterThesis
dc.identifier.citation.fl_str_mv BARBOSA JÚNIOR, João. Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros. 2019. 29 f. Dissertação (Programa Stricto Sensu em Economia de Empresas) - Universidade Católica de Brasília, Brasília, 2019.
dc.identifier.uri.fl_str_mv https://bdtd.ucb.br:8443/jspui/handle/tede/2573
identifier_str_mv BARBOSA JÚNIOR, João. Os impactos de anúncios macroeconômicos sobre a volatilidade e a dependência intradiária entre retornos financeiros. 2019. 29 f. Dissertação (Programa Stricto Sensu em Economia de Empresas) - Universidade Católica de Brasília, Brasília, 2019.
url https://bdtd.ucb.br:8443/jspui/handle/tede/2573
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Católica de Brasília
dc.publisher.program.fl_str_mv Programa Stricto Sensu em Economia de Empresas
dc.publisher.initials.fl_str_mv UCB
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Gestão e Negócios
publisher.none.fl_str_mv Universidade Católica de Brasília
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UCB
instname:Universidade Católica de Brasília
instacron:UCB
reponame_str Biblioteca Digital de Teses e Dissertações da UCB
collection Biblioteca Digital de Teses e Dissertações da UCB
instname_str Universidade Católica de Brasília
instacron_str UCB
institution UCB
bitstream.url.fl_str_mv https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/4/JoaoBarbosaJuniorDissertacao2019.pdf.jpg
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/3/JoaoBarbosaJuniorDissertacao2019.pdf.txt
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/2/JoaoBarbosaJuniorDissertacao2019.pdf
https://bdtd.ucb.br:8443/jspui/bitstream/tede/2573/1/license.txt
bitstream.checksum.fl_str_mv d8ce6a756810bbdfb92633ea4062488e
1592fade1da98cff4e0e8c044e13fa0f
49dbf2a1706bd699b1b561c2c365df2d
75558dcf859532757239878b42f1c2c7
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Dissertações da Universidade Católica de Brasília - UCB
repository.mail.fl_str_mv sdi@ucb.br
_version_ 1643299936931938304