Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro

Detalhes bibliográficos
Autor(a) principal: Macedo, Marcos Vagner de Castro
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/19793
Resumo: Among various strategies of financial assets negotiations, The Pair Trading strategy has shown relevance in the academic and professional environment and it’s being used as an important strategy. In the main investment funds in Brazil and around the world. The purpose of this work is to examine the Pair Trading strategy with a statistical bias in order to identify and explore financial assets’ inefficiencies. That present long-term relationship. The rules of negotiation proposed, make the use of Cointegration tests to identify eligible actions’ pairs, in order to apply such strategy, along with the use Markov-switching models to define the negotiation strategy. The main goal is to explorer. Temporary deviations (anomalies) of the long-term relationship equilibrium between assets and diferents Regimes. The model is able to identify the nonlinear structure data and also the first and second conditional moments. The applications along with real data from brazilian financial market indicates that a simple portfolio composed by an unique spread, already overcome some of the principals benchmarks of the market
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spelling Macedo, Marcos Vagner de CastroEscolas::EPGEFGVPolydoro, Angelo Luiz RochaSimonsen, Axel AndréPessoa, Marcelo de Sales2018-01-16T13:52:02Z2018-01-16T13:52:02Z2016http://hdl.handle.net/10438/19793Among various strategies of financial assets negotiations, The Pair Trading strategy has shown relevance in the academic and professional environment and it’s being used as an important strategy. In the main investment funds in Brazil and around the world. The purpose of this work is to examine the Pair Trading strategy with a statistical bias in order to identify and explore financial assets’ inefficiencies. That present long-term relationship. The rules of negotiation proposed, make the use of Cointegration tests to identify eligible actions’ pairs, in order to apply such strategy, along with the use Markov-switching models to define the negotiation strategy. The main goal is to explorer. Temporary deviations (anomalies) of the long-term relationship equilibrium between assets and diferents Regimes. The model is able to identify the nonlinear structure data and also the first and second conditional moments. The applications along with real data from brazilian financial market indicates that a simple portfolio composed by an unique spread, already overcome some of the principals benchmarks of the marketDentre muitas estratégias para a negociação de ativos financeiros, a estratégia de Pair Trading tem apresentado relevância no meio acadêmico e profissional. Sendo utilizada como uma importante estratégia nos principais fundos de investimentos no Brasil e no mundo. Neste trabalho, é examinado o desempenho da estratégia de Pair Trading com um viés estatístico buscando identificar e explorar ineficiências de ativos financeiros que apresentem uma relação de longo prazo. As regras de negociação proposta utilizam-se dos testes de cointegração na identificação de pares de ações elegíveis para a aplicação da estratégia e usa-se o modelo de mudança de regime markoviano para definir a estratégia de negociação. O objetivo é explorar desvios temporários (anomalias) das relações de equilíbrio de longo prazo entre os ativos em diferentes regimes. O modelo permite identificar a estrutura não linear dos dados e o primeiro e segundo momentos condicionais. As aplicações com dados reais do mercado brasileiro indicam que um portfólio simples composto por um único spread já supera alguns dos principais benchmarks do mercado.porPairs tradingArbitragem estatísticaCointegraçãoRegime markovianoEstratégia neutra ao mercadoFinançasOperações com pares (Finanças)Ações (Finanças)Bolsa de valoresCointegraçãoMarkov, Processos deInvestigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiroinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis2017-01-09reponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessTEXTVersão Final.pdf.txtVersão Final.pdf.txtExtracted texttext/plain71766https://repositorio.fgv.br/bitstreams/4cea877a-1fb7-4238-9127-6a3a12ded528/download1d9d8ab77485e64cc27323dc1ba5af00MD57ORIGINALVersão Final.pdfVersão 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dc.title.por.fl_str_mv Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
title Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
spellingShingle Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
Macedo, Marcos Vagner de Castro
Pairs trading
Arbitragem estatística
Cointegração
Regime markoviano
Estratégia neutra ao mercado
Finanças
Operações com pares (Finanças)
Ações (Finanças)
Bolsa de valores
Cointegração
Markov, Processos de
title_short Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
title_full Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
title_fullStr Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
title_full_unstemmed Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
title_sort Investigação sobre o desempenho da regra de negociação de pairs trading utilizando o modelo de mudança de regime no mercado de ações brasileiro
author Macedo, Marcos Vagner de Castro
author_facet Macedo, Marcos Vagner de Castro
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 Polydoro, Angelo Luiz Rocha
Simonsen, Axel André
dc.contributor.author.fl_str_mv Macedo, Marcos Vagner de Castro
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
topic Pairs trading
Arbitragem estatística
Cointegração
Regime markoviano
Estratégia neutra ao mercado
Finanças
Operações com pares (Finanças)
Ações (Finanças)
Bolsa de valores
Cointegração
Markov, Processos de
dc.subject.por.fl_str_mv Arbitragem estatística
Cointegração
Regime markoviano
Estratégia neutra ao mercado
dc.subject.area.por.fl_str_mv Finanças
dc.subject.bibliodata.por.fl_str_mv Operações com pares (Finanças)
Ações (Finanças)
Bolsa de valores
Cointegração
Markov, Processos de
description Among various strategies of financial assets negotiations, The Pair Trading strategy has shown relevance in the academic and professional environment and it’s being used as an important strategy. In the main investment funds in Brazil and around the world. The purpose of this work is to examine the Pair Trading strategy with a statistical bias in order to identify and explore financial assets’ inefficiencies. That present long-term relationship. The rules of negotiation proposed, make the use of Cointegration tests to identify eligible actions’ pairs, in order to apply such strategy, along with the use Markov-switching models to define the negotiation strategy. The main goal is to explorer. Temporary deviations (anomalies) of the long-term relationship equilibrium between assets and diferents Regimes. The model is able to identify the nonlinear structure data and also the first and second conditional moments. The applications along with real data from brazilian financial market indicates that a simple portfolio composed by an unique spread, already overcome some of the principals benchmarks of the market
publishDate 2016
dc.date.issued.fl_str_mv 2016
dc.date.accessioned.fl_str_mv 2018-01-16T13:52:02Z
dc.date.available.fl_str_mv 2018-01-16T13:52:02Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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