Análise do efeito de crises sobre estratégias de pairs trading no Brasil

Detalhes bibliográficos
Ano de defesa: 2017
Autor(a) principal: Oliveira, Adriano Gonçalves de
Orientador(a): Pessoa, Marcelo de Sales
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Link de acesso: https://hdl.handle.net/10438/18746
Resumo: The purpose of this work is to check the performance of the distance method of the pairs trading strategy in the Brazilian market. The study takes place in the period between 2004 and 2017, trying to identify if these strategies brought consistent returns despite several economic and political crises. Unlike the vast literature that seeks more complex models that can act in pairs trading strategies, this study will focus only on the method of distance, without the incidence of transaction costs, in this most recent horizon not yet studied. For being relatively simpler, this method has a higher attractiveness practice. Therefore, it is necessary to understand your behavior in a crisis. The methodology used was extracted from Gatev et al. (2006) and Rad, Low and Faff (2012) articles with only a change in the criteria for closure of positions. As a result, the studied strategy did not present statistically significant losses in times of crisis.
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spelling Oliveira, Adriano Gonçalves deEscolas::EPGEFGVGonçalves, Edson Daniel LopesBragança, Gabriel Godofredo Fiuza dePessoa, Marcelo de Sales2017-09-06T19:29:22Z2017-09-06T19:29:22Z2017-08-31https://hdl.handle.net/10438/18746The purpose of this work is to check the performance of the distance method of the pairs trading strategy in the Brazilian market. The study takes place in the period between 2004 and 2017, trying to identify if these strategies brought consistent returns despite several economic and political crises. Unlike the vast literature that seeks more complex models that can act in pairs trading strategies, this study will focus only on the method of distance, without the incidence of transaction costs, in this most recent horizon not yet studied. For being relatively simpler, this method has a higher attractiveness practice. Therefore, it is necessary to understand your behavior in a crisis. The methodology used was extracted from Gatev et al. (2006) and Rad, Low and Faff (2012) articles with only a change in the criteria for closure of positions. As a result, the studied strategy did not present statistically significant losses in times of crisis.A proposta deste trabalho é verificar a performance do método de distância da estratégia de pairs trading no mercado brasileiro. O estudo ocorre no período entre 2004 e 2017, tentando identificar se essas estratégias trouxeram retornos consistentes apesar das diversas crises econômicas e políticas brasileiras. Diversamente da vasta literatura que busca modelos mais complexos que possam atuar nas estratégias de pairs trading, este estudo se concentrará apenas no método de distância, sem a incidência de custos de transação, nesse horizonte mais recente ainda não estudado. Por ser relativamente mais simples, esse método tem maior atratividade prática. Faz-se necessário, então, entender seu comportamento nas crises. A metodologia utilizada foi extraída dos artigos de Gatev et al (2006) e Rad, Low e Faff (2012) com apenas uma modificação no critério de encerramento das posições. Como resultado, a estratégia estudada não apresentou perdas estatisticamente significantes em períodos de crise.porPairs tradingMethod of distanceBrazilian crisisQuantitative strategyStatistical arbitrageMétodo de distânciaCrise brasileiraEstratégia quantitativaArbitragem estatísticaEconomiaOperações com pares (Finanças)CointegraçãoAções (Finanças)Análise do efeito de crises sobre estratégias de pairs trading no Brasilinfo: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:FGVTEXTTese Final - Adriano G. Oliveira .pdf.txtTese Final - Adriano G. 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dc.title.por.fl_str_mv Análise do efeito de crises sobre estratégias de pairs trading no Brasil
title Análise do efeito de crises sobre estratégias de pairs trading no Brasil
spellingShingle Análise do efeito de crises sobre estratégias de pairs trading no Brasil
Oliveira, Adriano Gonçalves de
Pairs trading
Method of distance
Brazilian crisis
Quantitative strategy
Statistical arbitrage
Método de distância
Crise brasileira
Estratégia quantitativa
Arbitragem estatística
Economia
Operações com pares (Finanças)
Cointegração
Ações (Finanças)
title_short Análise do efeito de crises sobre estratégias de pairs trading no Brasil
title_full Análise do efeito de crises sobre estratégias de pairs trading no Brasil
title_fullStr Análise do efeito de crises sobre estratégias de pairs trading no Brasil
title_full_unstemmed Análise do efeito de crises sobre estratégias de pairs trading no Brasil
title_sort Análise do efeito de crises sobre estratégias de pairs trading no Brasil
author Oliveira, Adriano Gonçalves de
author_facet Oliveira, Adriano Gonçalves de
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
Bragança, Gabriel Godofredo Fiuza de
dc.contributor.author.fl_str_mv Oliveira, Adriano Gonçalves de
dc.contributor.advisor1.fl_str_mv Pessoa, Marcelo de Sales
contributor_str_mv Pessoa, Marcelo de Sales
dc.subject.eng.fl_str_mv Pairs trading
Method of distance
Brazilian crisis
Quantitative strategy
Statistical arbitrage
topic Pairs trading
Method of distance
Brazilian crisis
Quantitative strategy
Statistical arbitrage
Método de distância
Crise brasileira
Estratégia quantitativa
Arbitragem estatística
Economia
Operações com pares (Finanças)
Cointegração
Ações (Finanças)
dc.subject.por.fl_str_mv Método de distância
Crise brasileira
Estratégia quantitativa
Arbitragem estatística
dc.subject.area.por.fl_str_mv Economia
dc.subject.bibliodata.por.fl_str_mv Operações com pares (Finanças)
Cointegração
Ações (Finanças)
description The purpose of this work is to check the performance of the distance method of the pairs trading strategy in the Brazilian market. The study takes place in the period between 2004 and 2017, trying to identify if these strategies brought consistent returns despite several economic and political crises. Unlike the vast literature that seeks more complex models that can act in pairs trading strategies, this study will focus only on the method of distance, without the incidence of transaction costs, in this most recent horizon not yet studied. For being relatively simpler, this method has a higher attractiveness practice. Therefore, it is necessary to understand your behavior in a crisis. The methodology used was extracted from Gatev et al. (2006) and Rad, Low and Faff (2012) articles with only a change in the criteria for closure of positions. As a result, the studied strategy did not present statistically significant losses in times of crisis.
publishDate 2017
dc.date.accessioned.fl_str_mv 2017-09-06T19:29:22Z
dc.date.available.fl_str_mv 2017-09-06T19:29:22Z
dc.date.issued.fl_str_mv 2017-08-31
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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