Especificação de um modelo para explicação e projeção de retornos do IBRX-100
Autor(a) principal: | |
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Data de Publicação: | 2015 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional do FGV (FGV Repositório Digital) |
Texto Completo: | https://hdl.handle.net/10438/14748 |
Resumo: | In this work, we propose an econometric model specification in the short form, estimating by ordinary least squares (OLS) and based in macroeconomic variables, with the goal of explaining trimestral returns of stock index IBRX-100, between 2001 and 2015. Besides, we tested the forecasting efficiency of the model and concluded that the forecast error estimated in a moving sample, estimating OLS at each round, and utilizing auxiliary VAR to forecast variables, is lower than forecast error associated to the Random Walk hypothesis in the one trimester forward horizon. |
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Mendes, Daniel LorenzoEscolas::EPGEFGVGonçalves, Edson Daniel LopesMartins, Bruno SilvaSantos, Rafael Chaves2015-12-17T17:00:17Z2015-12-17T17:00:17Z2015-08-24MENDES, Daniel Lorenzo. Especificação de um modelo para explicação e projeção de retornos do IBRX-100. Dissertação (Mestrado em Finanças e Economia Empresarial) - Escola de Pós-Graduação em Economia, Fundação Getúlio Vargas - FGV, Rio de Janeiro, 2015.https://hdl.handle.net/10438/14748In this work, we propose an econometric model specification in the short form, estimating by ordinary least squares (OLS) and based in macroeconomic variables, with the goal of explaining trimestral returns of stock index IBRX-100, between 2001 and 2015. Besides, we tested the forecasting efficiency of the model and concluded that the forecast error estimated in a moving sample, estimating OLS at each round, and utilizing auxiliary VAR to forecast variables, is lower than forecast error associated to the Random Walk hypothesis in the one trimester forward horizon.Neste trabalho, propomos uma especificação de modelo econométrico na forma reduzida, estimado por mínimos quadrados ordinários (MQO) e baseado em variáveis macroeconômicas, com o objetivo de explicar os retornos trimestrais do índice de ações IBRX-100, entre 2001 e 2015. Testamos ainda a eficiência preditiva do modelo e concluímos que o erro de previsão estimado em janela móvel, com re-estimação de MQO a cada rodada, e utilização de VAR auxiliar para projeção dos regressores, é significativamente inferior ao erro de previsão associado à hipótese de Random Walk para o horizonte de previsão de um trimestre a frente.porRandom walkVARMínimos quadrados ordináriosModelos macroecônomicosPrevisãoIBRX-100EconomiaMacroeconomia - Modelos econométricosPrevisão econômica - Modelos matemáticosAções (Finanças)Passeio aleatório (Matemática)Risco (Economia)Avaliação de riscosEspecificação de um modelo para explicação e projeção de retornos do IBRX-100info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVORIGINALDissertacao final Daniel Lorenzo Mendes.pdfDissertacao final Daniel Lorenzo 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dc.title.por.fl_str_mv |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
title |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
spellingShingle |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 Mendes, Daniel Lorenzo Random walk VAR Mínimos quadrados ordinários Modelos macroecônomicos Previsão IBRX-100 Economia Macroeconomia - Modelos econométricos Previsão econômica - Modelos matemáticos Ações (Finanças) Passeio aleatório (Matemática) Risco (Economia) Avaliação de riscos |
title_short |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
title_full |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
title_fullStr |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
title_full_unstemmed |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
title_sort |
Especificação de um modelo para explicação e projeção de retornos do IBRX-100 |
author |
Mendes, Daniel Lorenzo |
author_facet |
Mendes, Daniel Lorenzo |
author_role |
author |
dc.contributor.unidadefgv.por.fl_str_mv |
Escolas::EPGE |
dc.contributor.affiliation.none.fl_str_mv |
FGV |
dc.contributor.member.none.fl_str_mv |
Gonçalves, Edson Daniel Lopes Martins, Bruno Silva |
dc.contributor.author.fl_str_mv |
Mendes, Daniel Lorenzo |
dc.contributor.advisor1.fl_str_mv |
Santos, Rafael Chaves |
contributor_str_mv |
Santos, Rafael Chaves |
dc.subject.eng.fl_str_mv |
Random walk VAR |
topic |
Random walk VAR Mínimos quadrados ordinários Modelos macroecônomicos Previsão IBRX-100 Economia Macroeconomia - Modelos econométricos Previsão econômica - Modelos matemáticos Ações (Finanças) Passeio aleatório (Matemática) Risco (Economia) Avaliação de riscos |
dc.subject.por.fl_str_mv |
Mínimos quadrados ordinários Modelos macroecônomicos Previsão IBRX-100 |
dc.subject.area.por.fl_str_mv |
Economia |
dc.subject.bibliodata.por.fl_str_mv |
Macroeconomia - Modelos econométricos Previsão econômica - Modelos matemáticos Ações (Finanças) Passeio aleatório (Matemática) Risco (Economia) Avaliação de riscos |
description |
In this work, we propose an econometric model specification in the short form, estimating by ordinary least squares (OLS) and based in macroeconomic variables, with the goal of explaining trimestral returns of stock index IBRX-100, between 2001 and 2015. Besides, we tested the forecasting efficiency of the model and concluded that the forecast error estimated in a moving sample, estimating OLS at each round, and utilizing auxiliary VAR to forecast variables, is lower than forecast error associated to the Random Walk hypothesis in the one trimester forward horizon. |
publishDate |
2015 |
dc.date.accessioned.fl_str_mv |
2015-12-17T17:00:17Z |
dc.date.available.fl_str_mv |
2015-12-17T17:00:17Z |
dc.date.issued.fl_str_mv |
2015-08-24 |
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 |
MENDES, Daniel Lorenzo. Especificação de um modelo para explicação e projeção de retornos do IBRX-100. Dissertação (Mestrado em Finanças e Economia Empresarial) - Escola de Pós-Graduação em Economia, Fundação Getúlio Vargas - FGV, Rio de Janeiro, 2015. |
dc.identifier.uri.fl_str_mv |
https://hdl.handle.net/10438/14748 |
identifier_str_mv |
MENDES, Daniel Lorenzo. Especificação de um modelo para explicação e projeção de retornos do IBRX-100. Dissertação (Mestrado em Finanças e Economia Empresarial) - Escola de Pós-Graduação em Economia, Fundação Getúlio Vargas - FGV, Rio de Janeiro, 2015. |
url |
https://hdl.handle.net/10438/14748 |
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.source.none.fl_str_mv |
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Repositório Institucional do FGV (FGV Repositório Digital) |
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