Models of expected returns on the brazilian market: Empirical tests using predictive methodology

Detalhes bibliográficos
Autor(a) principal: Mussa, Adriano
Data de Publicação: 2009
Outros Autores: Rogers, Pablo, Securato, José Roberto
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista de Ciências da Administração
Texto Completo: https://periodicos.ufsc.br/index.php/adm/article/view/2175-8077.2009v11n23p192
Resumo: Predictive methodologies for test of the expected returns models are largely diffused on the international academic environment. However, these methods have not been used in Brazil in a systematic way. Generally, empirical studies proceeded with Brazilian stock market data are concentrated only in the first step of these methodologies. The purpose of this article was test and compare the models CAPM, 3-factors and 4-factors using a predictive methodology, considering two steps – temporal and cross-section regressions – with standard errors obtained by the techniques of Fama and Macbeth (1973). The results indicated the superiority of the 4-fators model as compared to the 3-fators model, and the superiority of the 3- factors model as compared to the CAPM, but no one of the tested models were enough on the explanation of the Brazilian stock returns. Contrary to some empirical evidences, that do not use predictive methodology, the size and momentum effect seem do not exist on the Brazilian capital markets, but there are evidences of the value effect and the relevance of the market for explanation of expected returns. These finds rise some questions, mainly caused by the originality of the methodology on the local market and by the fact that this subject is still incipient and polemic on the Brazilian academic environment.
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spelling Models of expected returns on the brazilian market: Empirical tests using predictive methodologyModelos de retornos esperados no mercado brasileiro: testes empíricos utilizando metodologia preditivaPredictive methodologies for test of the expected returns models are largely diffused on the international academic environment. However, these methods have not been used in Brazil in a systematic way. Generally, empirical studies proceeded with Brazilian stock market data are concentrated only in the first step of these methodologies. The purpose of this article was test and compare the models CAPM, 3-factors and 4-factors using a predictive methodology, considering two steps – temporal and cross-section regressions – with standard errors obtained by the techniques of Fama and Macbeth (1973). The results indicated the superiority of the 4-fators model as compared to the 3-fators model, and the superiority of the 3- factors model as compared to the CAPM, but no one of the tested models were enough on the explanation of the Brazilian stock returns. Contrary to some empirical evidences, that do not use predictive methodology, the size and momentum effect seem do not exist on the Brazilian capital markets, but there are evidences of the value effect and the relevance of the market for explanation of expected returns. These finds rise some questions, mainly caused by the originality of the methodology on the local market and by the fact that this subject is still incipient and polemic on the Brazilian academic environment.Metodologias preditivas para teste de modelos de retornos esperados são amplamente difundidas no meio acadêmico internacional, entretanto, não têm sido sistematicamente aplicadas no Brasil. Geralmente, os estudos empíricos procedidos com dados do mercado acionário brasileiro concentram-se apenas na primeira etapa dessas metodologias. O objetivo deste artigo foi testar e comparar os modelos CAPM (Capital Asset Pricing Model), 3-fatores e 4-fatores a partir de uma metodologia de teste preditivo, utilizando duas etapas – regressões em séries temporais e cross-section – com erros-padrão calculados pela técnica de Fama e Macbeth (1973). Apesar dos resultados indicarem a superioridade do modelo 4- fatores em relação ao modelo 3-fatores, e esse em relação ao CAPM, nenhum dos modelos testados foram suficientes na explicação das variações dos retornos das ações do mercado brasileiro. Contrário a algumas evidências empíricas que não utilizam a metodologia preditiva, os efeitos tamanho e momento parecem não estar presentes no mercado de capitais brasileiro, enquanto há indícios da presença do efeito valor e relevância do mercado em explicar retornos esperados. Os achados dessa pesquisa levantaram alguns questionamentos, principalmente, devido à originalidade metodológica no mercado nacional e o tema ser ainda incipiente e polêmico no meio acadêmico brasileiro.Universidade Federal de Santa Catarina2009-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufsc.br/index.php/adm/article/view/2175-8077.2009v11n23p19210.5007/2175-8077.2009v11n23p192Revista de Ciências da Administração; V. 11, n. 23, janeiro/abril de 2009; 192-2162175-80771516-3865reponame:Revista de Ciências da Administraçãoinstname:Universidade Federal de Santa Catarina (UFSC)instacron:UFSCporhttps://periodicos.ufsc.br/index.php/adm/article/view/2175-8077.2009v11n23p192/12643Mussa, AdrianoRogers, PabloSecurato, José Robertoinfo:eu-repo/semantics/openAccess2022-11-21T14:12:52Zoai:periodicos.ufsc.br:article/11348Revistahttp://www.periodicos.ufsc.br/index.php/admPUBhttps://periodicos.ufsc.br/index.php/adm/oairevista@cse.ufsc.br||mfpcris@gmail.com||rca.cse@contato.ufsc.br2175-80771516-3865opendoar:2022-11-21T14:12:52Revista de Ciências da Administração - Universidade Federal de Santa Catarina (UFSC)false
dc.title.none.fl_str_mv Models of expected returns on the brazilian market: Empirical tests using predictive methodology
Modelos de retornos esperados no mercado brasileiro: testes empíricos utilizando metodologia preditiva
title Models of expected returns on the brazilian market: Empirical tests using predictive methodology
spellingShingle Models of expected returns on the brazilian market: Empirical tests using predictive methodology
Mussa, Adriano
title_short Models of expected returns on the brazilian market: Empirical tests using predictive methodology
title_full Models of expected returns on the brazilian market: Empirical tests using predictive methodology
title_fullStr Models of expected returns on the brazilian market: Empirical tests using predictive methodology
title_full_unstemmed Models of expected returns on the brazilian market: Empirical tests using predictive methodology
title_sort Models of expected returns on the brazilian market: Empirical tests using predictive methodology
author Mussa, Adriano
author_facet Mussa, Adriano
Rogers, Pablo
Securato, José Roberto
author_role author
author2 Rogers, Pablo
Securato, José Roberto
author2_role author
author
dc.contributor.author.fl_str_mv Mussa, Adriano
Rogers, Pablo
Securato, José Roberto
description Predictive methodologies for test of the expected returns models are largely diffused on the international academic environment. However, these methods have not been used in Brazil in a systematic way. Generally, empirical studies proceeded with Brazilian stock market data are concentrated only in the first step of these methodologies. The purpose of this article was test and compare the models CAPM, 3-factors and 4-factors using a predictive methodology, considering two steps – temporal and cross-section regressions – with standard errors obtained by the techniques of Fama and Macbeth (1973). The results indicated the superiority of the 4-fators model as compared to the 3-fators model, and the superiority of the 3- factors model as compared to the CAPM, but no one of the tested models were enough on the explanation of the Brazilian stock returns. Contrary to some empirical evidences, that do not use predictive methodology, the size and momentum effect seem do not exist on the Brazilian capital markets, but there are evidences of the value effect and the relevance of the market for explanation of expected returns. These finds rise some questions, mainly caused by the originality of the methodology on the local market and by the fact that this subject is still incipient and polemic on the Brazilian academic environment.
publishDate 2009
dc.date.none.fl_str_mv 2009-01-01
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10.5007/2175-8077.2009v11n23p192
url https://periodicos.ufsc.br/index.php/adm/article/view/2175-8077.2009v11n23p192
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dc.relation.none.fl_str_mv https://periodicos.ufsc.br/index.php/adm/article/view/2175-8077.2009v11n23p192/12643
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dc.publisher.none.fl_str_mv Universidade Federal de Santa Catarina
publisher.none.fl_str_mv Universidade Federal de Santa Catarina
dc.source.none.fl_str_mv Revista de Ciências da Administração; V. 11, n. 23, janeiro/abril de 2009; 192-216
2175-8077
1516-3865
reponame:Revista de Ciências da Administração
instname:Universidade Federal de Santa Catarina (UFSC)
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instname_str Universidade Federal de Santa Catarina (UFSC)
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reponame_str Revista de Ciências da Administração
collection Revista de Ciências da Administração
repository.name.fl_str_mv Revista de Ciências da Administração - Universidade Federal de Santa Catarina (UFSC)
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