Testes empíricos da eficiência do mercado acionário brasileiro

Detalhes bibliográficos
Autor(a) principal: Guimarães,Thiago Caiuby
Data de Publicação: 2008
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/2648
Resumo: This work has as objective the evaluation of the Brazilian stock market efficiency by applying statistical tests for its posterior formalization using the return on stocks modeled as for example, ARMA, ARCH - GARCH family Models, Decomposition Model and, last but not least, VAR approach. For this work it has been collected intraday data, which are considered high frequency data and therefore less susceptible to alterations in the market structure, either in the macro or microeconomic environments. The data was collected at fiveminutes intervals. The main reason for such decision was due to the low liquidity of the assets shares within the Brazilian financial market, that could have missing values if collected within a shorter period of time. The series that were chosen are: Petrobrás PN, Gerdau PN, Bradesco PN, Vale do Rio Doce PN and the Ibovespa Index. These series are highly representative of the Brazilian stock market. On the basis of the ADF test, it is evidence that the Brazilian stock market could be efficient and, thus is considered models for the series on the equity returns previously mentioned.
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spelling Guimarães,Thiago CaiubyEscolas::EESPMori, RogérioMatone, RicardoPinto, Afonso de Campos2010-04-20T21:00:02Z2010-04-20T21:00:02Z2008GUIMARÃES, Thiago Caiuby. Testes empíricos da eficiência do mercado acionário brasileiro. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2008.http://hdl.handle.net/10438/2648This work has as objective the evaluation of the Brazilian stock market efficiency by applying statistical tests for its posterior formalization using the return on stocks modeled as for example, ARMA, ARCH - GARCH family Models, Decomposition Model and, last but not least, VAR approach. For this work it has been collected intraday data, which are considered high frequency data and therefore less susceptible to alterations in the market structure, either in the macro or microeconomic environments. The data was collected at fiveminutes intervals. The main reason for such decision was due to the low liquidity of the assets shares within the Brazilian financial market, that could have missing values if collected within a shorter period of time. The series that were chosen are: Petrobrás PN, Gerdau PN, Bradesco PN, Vale do Rio Doce PN and the Ibovespa Index. These series are highly representative of the Brazilian stock market. On the basis of the ADF test, it is evidence that the Brazilian stock market could be efficient and, thus is considered models for the series on the equity returns previously mentioned.Este trabalho tem por objetivo avaliar a eficiência do mercado acionário brasileiro a partir de testes estatísticos, para posterior modelagem das séries de retorno das ações, utilizando os modelos ARMA, ARCH, GARCH, Modelo de Decomposição e, por final, VAR. Para este trabalho foram coletados dados intradiários, que são considerados dados de alta freqüência e menos suscetíveis a possíveis alterações na estrutura de mercado, tanto micro como macroeconômicos. Optou-se por trabalhar com dados coletados a cada cinco minutos, devido à baixa liquidez dos ativos no mercado financeiro (que poderia acarretar em dados ausentes para intervalos de tempo inferiores). As séries escolhidas foram: Petrobrás PN, Gerdau PN, Bradesco PN, Vale do Rio Doce PN e o índice Ibovespa, que apresentam grande representatividade do mercado acionário brasileiro para o período analisado. Com base no teste de Dickey-Fuller, verificou-se indícios que o mercado acionário brasileiro possa ser eficiente e, assim foi proposto modelos para as séries de retorno das ações anteriormente citadas.porFinançasMercado de ações - BrasilEconomiaMercado de ações - Previsão - Métodos estatísticosBolsa de valoresAções (Finanças) - BrasilAnálise de séries temporaisTestes empíricos da eficiência do mercado acionário brasileiroinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessTHUMBNAILThiago Caiuby Guimaraes.pdf.jpgThiago Caiuby Guimaraes.pdf.jpgGenerated Thumbnailimage/jpeg2495https://repositorio.fgv.br/bitstreams/ea067e1e-2b53-44b4-b893-9529c7e65136/download4cefba670db1dc3099d5856f56cccbd8MD57TEXTThiago Caiuby Guimaraes.pdf.txtThiago Caiuby Guimaraes.pdf.txtExtracted 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dc.title.por.fl_str_mv Testes empíricos da eficiência do mercado acionário brasileiro
title Testes empíricos da eficiência do mercado acionário brasileiro
spellingShingle Testes empíricos da eficiência do mercado acionário brasileiro
Guimarães,Thiago Caiuby
Finanças
Mercado de ações - Brasil
Economia
Mercado de ações - Previsão - Métodos estatísticos
Bolsa de valores
Ações (Finanças) - Brasil
Análise de séries temporais
title_short Testes empíricos da eficiência do mercado acionário brasileiro
title_full Testes empíricos da eficiência do mercado acionário brasileiro
title_fullStr Testes empíricos da eficiência do mercado acionário brasileiro
title_full_unstemmed Testes empíricos da eficiência do mercado acionário brasileiro
title_sort Testes empíricos da eficiência do mercado acionário brasileiro
author Guimarães,Thiago Caiuby
author_facet Guimarães,Thiago Caiuby
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EESP
dc.contributor.member.none.fl_str_mv Mori, Rogério
Matone, Ricardo
dc.contributor.author.fl_str_mv Guimarães,Thiago Caiuby
dc.contributor.advisor1.fl_str_mv Pinto, Afonso de Campos
contributor_str_mv Pinto, Afonso de Campos
dc.subject.por.fl_str_mv Finanças
Mercado de ações - Brasil
topic Finanças
Mercado de ações - Brasil
Economia
Mercado de ações - Previsão - Métodos estatísticos
Bolsa de valores
Ações (Finanças) - Brasil
Análise de séries temporais
dc.subject.area.por.fl_str_mv Economia
dc.subject.bibliodata.por.fl_str_mv Mercado de ações - Previsão - Métodos estatísticos
Bolsa de valores
Ações (Finanças) - Brasil
Análise de séries temporais
description This work has as objective the evaluation of the Brazilian stock market efficiency by applying statistical tests for its posterior formalization using the return on stocks modeled as for example, ARMA, ARCH - GARCH family Models, Decomposition Model and, last but not least, VAR approach. For this work it has been collected intraday data, which are considered high frequency data and therefore less susceptible to alterations in the market structure, either in the macro or microeconomic environments. The data was collected at fiveminutes intervals. The main reason for such decision was due to the low liquidity of the assets shares within the Brazilian financial market, that could have missing values if collected within a shorter period of time. The series that were chosen are: Petrobrás PN, Gerdau PN, Bradesco PN, Vale do Rio Doce PN and the Ibovespa Index. These series are highly representative of the Brazilian stock market. On the basis of the ADF test, it is evidence that the Brazilian stock market could be efficient and, thus is considered models for the series on the equity returns previously mentioned.
publishDate 2008
dc.date.issued.fl_str_mv 2008
dc.date.accessioned.fl_str_mv 2010-04-20T21:00:02Z
dc.date.available.fl_str_mv 2010-04-20T21:00:02Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv GUIMARÃES, Thiago Caiuby. Testes empíricos da eficiência do mercado acionário brasileiro. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2008.
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10438/2648
identifier_str_mv GUIMARÃES, Thiago Caiuby. Testes empíricos da eficiência do mercado acionário brasileiro. Dissertação (Mestrado Profissional em Finanças e Economia) - FGV - Fundação Getúlio Vargas, São Paulo, 2008.
url http://hdl.handle.net/10438/2648
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dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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repository.name.fl_str_mv Repositório Institucional do FGV (FGV Repositório Digital) - Fundação Getulio Vargas (FGV)
repository.mail.fl_str_mv
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