Multimarket Funds: Performance, Performance Determinants and Moderator Effect

Detalhes bibliográficos
Autor(a) principal: Malaquias, Rodrigo Fernandes
Data de Publicação: 2014
Outros Autores: Eid Junior, William
Tipo de documento: Artigo
Idioma: por
Título da fonte: RAM. Revista de Administração Mackenzie
Texto Completo: https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884
Resumo: In this paper we analyzed the performance of Brazilian multimarket funds. In order to do so, we used an alternative tool that is related to the study carried out by Amin and Kat (2003). This performance measure represents a non-parametric test that can be used to evaluate funds with non-normally distributed returns. Based on the bootstrapping technique, we created confidence intervals for the Amin and Kat (2003) test in order to ensure more reliability to the performance estimates of the funds, and this procedure could be a methodological contribution to new studies in this area. With data of 107 funds in the period between January, 2005 and August, 2011, and applying the multiple regression analysis, the main results showed that, for the net performance, there is no evidence of extraordinary value added by the funds. This result is in conformity with the Market Efficiency Hypothesis, specifically in the semi-strong form. When it comes to gross performance (which refers to the performance measured before the deduction of management fees and performance fees), in economic scenes without financial restrictions, we found evidences of extraordinary value added by the managers of the funds in the sample. In other words, active management can generate extraordinary value in Brazil; however, in accordance with Jensen (1978), Fama (1991) and also with the already discussed by Castro and Minardi (2009), this extraordinary return is eroded by the costs that are necessary for its achievement. We also show that periods of financial crisis had a significant impact on the funds’ performance. Such periods also showed a moderator effect between the fund’s performance and its determinants, which is one of the main contributions of this paper. These findings may indicate relevant contributions to the theory about investment funds, as similar results about the moderator effect were not found in previous researches.
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spelling Multimarket Funds: Performance, Performance Determinants and Moderator EffectLos Fondos Multimercados: Los Rendimientos, los Factores Relacionados con el rendimiento y el Efecto ModeradorFundos Multimercados: Desempenho, Determinantes do Desempenho e Efeito ModeradorCrisisAgency ConflictsMarket EfficiencyBootstrapGross Performance.CrisisConflicto de AgenciaLa Eficiencia de los MercadosBootstrapRendimiento Bruto.CriseConflitos de AgênciaEficiência de MercadoBootstrapPerformance Bruta.In this paper we analyzed the performance of Brazilian multimarket funds. In order to do so, we used an alternative tool that is related to the study carried out by Amin and Kat (2003). This performance measure represents a non-parametric test that can be used to evaluate funds with non-normally distributed returns. Based on the bootstrapping technique, we created confidence intervals for the Amin and Kat (2003) test in order to ensure more reliability to the performance estimates of the funds, and this procedure could be a methodological contribution to new studies in this area. With data of 107 funds in the period between January, 2005 and August, 2011, and applying the multiple regression analysis, the main results showed that, for the net performance, there is no evidence of extraordinary value added by the funds. This result is in conformity with the Market Efficiency Hypothesis, specifically in the semi-strong form. When it comes to gross performance (which refers to the performance measured before the deduction of management fees and performance fees), in economic scenes without financial restrictions, we found evidences of extraordinary value added by the managers of the funds in the sample. In other words, active management can generate extraordinary value in Brazil; however, in accordance with Jensen (1978), Fama (1991) and also with the already discussed by Castro and Minardi (2009), this extraordinary return is eroded by the costs that are necessary for its achievement. We also show that periods of financial crisis had a significant impact on the funds’ performance. Such periods also showed a moderator effect between the fund’s performance and its determinants, which is one of the main contributions of this paper. These findings may indicate relevant contributions to the theory about investment funds, as similar results about the moderator effect were not found in previous researches.El objetivo principal de este estudio fue analizar el desempeño de los fondos multimercados brasileños con una medida alternativa, relacionado al trabajo de Amin y Kat (2003). Esta medida puede considerarse como una alternativa no paramétrica para evaluar el desempeño de los fondos de inversión, especialmente para aquellos que tienen rendimientos con distribución de frecuencia diferente de la normal. Para lograr una mayor fiabilidad para estimar el rendimiento de los fondos, se crearon los intervalos de confianza para la medición de Amin y Kat (2003), utilizando la técnica de bootstrap. Este procedimiento puede considerarse como una contribución metodológica para futuras investigaciónes sobre el tema. Con datos de 107 fondos, de enero/2005 a agosto/2011, los resultados mostraron que, para el rendimiento neto, no hay evidencia de que los fondos agregaram valor extraordinário; esto es consistente con la hipótesis de la eficiencia de los mercados. Ya para el rendimiento bruto, hay evidencia de extraordinarios valores agregados en escenarios económicos fuera de una fuerte evidencia de las limitaciones financieras. En otras palabras, la gestión activa en el Brasil puede agregar valor extraordinário; sin embargo, de acuerdo con Jensen (1978), Fama (1991) y también con lo ya discutido por Castro y Minardi (2009), los costos necesarios para la obtención de los rendimientos acaban comprometiendo el rendimiento y, con ello, el rendimiento neto obtenido por los partícipes se ve perjudicado. El estudio también mostró que los períodos de crisis tenían un impacto significativo en el rendimiento de los fondos de la muestra, y que estos períodos moderan la relación entre el rendimiento y sus determinantes, que es uno de los principales aportes de este estudio. Estos resultados pueden significar una importante contribución a la construcción de la teoría de los fondos de inversión, ya que los resultados similares para el efecto moderador no han sido identificados en trabajos anteriores.O principal objetivo deste trabalho foi analisar o desempenho dos fundos multimercados brasileiros com uma medida alternativa, relacionada ao trabalho de Amin e Kat (2003). Esta medida pode ser considerada como uma alternativa não paramétrica para avaliar a performance de fundos de investimento, especialmente para aqueles que possuem retornos com distribuição de frequência diferente da normal. Para garantir maior confiabilidade à estimativa da performance dos fundos, foram criados intervalos de confiança para a medida de Amin e Kat (2003) por meio da técnica de bootstrap, o que pode ser considerado como uma contribuição metodológica para novas pesquisas a serem desenvolvidas na área. Com dados de 107 fundos, no período de Jan/2005 a Ago/2011, os principais resultados do estudo mostraram que, para a performance líquida, não há evidência de geração de valor extraordinário pelos fundos, o que é coerente com a Hipótese de Eficiência de Mercado. Já para a performance bruta, ou seja, a performance antes de serem deduzidas as taxas de administração e as taxas de performance, há indícios de valor extraordinário agregado em cenários econômicos fora de fortes evidências de restrições financeiras. Em outras palavras, a gestão ativa, no Brasil, pode até agregar valor extraordinário; contudo, em linha com Jensen (1978), Fama (1991) e também com o já discutido por Castro e Minardi (2009), os custos necessários para a obtenção deste retorno acabam o comprometendo e, com isso, a rentabilidade líquida percebida pelos cotistas fica prejudicada. No estudo, também evidenciou-se que períodos de crise impactaram significativamente a performance dos fundos da amostra, e que estes períodos moderam a relação entre a performance e seus determinantes, o que é uma das principais contribuições do trabalho. Estes achados podem significar importantes contribuições para estudos sobre fundos de investimentos, uma vez que resultados similares para o efeito moderador não foram identificados em trabalhos anteriores.Editora Mackenzie2014-09-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionEconometria.application/pdfapplication/vnd.ms-excelhttps://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884Revista de Administração Mackenzie; Vol. 15 No. 4 (2014)Revista de Administração Mackenzie; Vol. 15 Núm. 4 (2014)Revista de Administração Mackenzie (Mackenzie Management Review); v. 15 n. 4 (2014)1678-69711518-6776reponame:RAM. Revista de Administração Mackenzieinstname:Universidade Presbiteriana Mackenzie (MACKENZIE)instacron:MACKENZIEporhttps://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884/5076https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884/8685Copyright (c) 2015 Revista de Administração Mackenzieinfo:eu-repo/semantics/openAccessMalaquias, Rodrigo FernandesEid Junior, William2014-11-04T16:58:07Zoai:ojs.editorarevistas.mackenzie.br:article/4884Revistahttps://editorarevistas.mackenzie.br/index.php/RAM/PUBhttps://editorarevistas.mackenzie.br/index.php/RAM/oairevista.adm@mackenzie.br1678-69711518-6776opendoar:2024-04-19T17:00:53.990917RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (MACKENZIE)false
dc.title.none.fl_str_mv Multimarket Funds: Performance, Performance Determinants and Moderator Effect
Los Fondos Multimercados: Los Rendimientos, los Factores Relacionados con el rendimiento y el Efecto Moderador
Fundos Multimercados: Desempenho, Determinantes do Desempenho e Efeito Moderador
title Multimarket Funds: Performance, Performance Determinants and Moderator Effect
spellingShingle Multimarket Funds: Performance, Performance Determinants and Moderator Effect
Malaquias, Rodrigo Fernandes
Crisis
Agency Conflicts
Market Efficiency
Bootstrap
Gross Performance.
Crisis
Conflicto de Agencia
La Eficiencia de los Mercados
Bootstrap
Rendimiento Bruto.
Crise
Conflitos de Agência
Eficiência de Mercado
Bootstrap
Performance Bruta.
title_short Multimarket Funds: Performance, Performance Determinants and Moderator Effect
title_full Multimarket Funds: Performance, Performance Determinants and Moderator Effect
title_fullStr Multimarket Funds: Performance, Performance Determinants and Moderator Effect
title_full_unstemmed Multimarket Funds: Performance, Performance Determinants and Moderator Effect
title_sort Multimarket Funds: Performance, Performance Determinants and Moderator Effect
author Malaquias, Rodrigo Fernandes
author_facet Malaquias, Rodrigo Fernandes
Eid Junior, William
author_role author
author2 Eid Junior, William
author2_role author
dc.contributor.author.fl_str_mv Malaquias, Rodrigo Fernandes
Eid Junior, William
dc.subject.por.fl_str_mv Crisis
Agency Conflicts
Market Efficiency
Bootstrap
Gross Performance.
Crisis
Conflicto de Agencia
La Eficiencia de los Mercados
Bootstrap
Rendimiento Bruto.
Crise
Conflitos de Agência
Eficiência de Mercado
Bootstrap
Performance Bruta.
topic Crisis
Agency Conflicts
Market Efficiency
Bootstrap
Gross Performance.
Crisis
Conflicto de Agencia
La Eficiencia de los Mercados
Bootstrap
Rendimiento Bruto.
Crise
Conflitos de Agência
Eficiência de Mercado
Bootstrap
Performance Bruta.
description In this paper we analyzed the performance of Brazilian multimarket funds. In order to do so, we used an alternative tool that is related to the study carried out by Amin and Kat (2003). This performance measure represents a non-parametric test that can be used to evaluate funds with non-normally distributed returns. Based on the bootstrapping technique, we created confidence intervals for the Amin and Kat (2003) test in order to ensure more reliability to the performance estimates of the funds, and this procedure could be a methodological contribution to new studies in this area. With data of 107 funds in the period between January, 2005 and August, 2011, and applying the multiple regression analysis, the main results showed that, for the net performance, there is no evidence of extraordinary value added by the funds. This result is in conformity with the Market Efficiency Hypothesis, specifically in the semi-strong form. When it comes to gross performance (which refers to the performance measured before the deduction of management fees and performance fees), in economic scenes without financial restrictions, we found evidences of extraordinary value added by the managers of the funds in the sample. In other words, active management can generate extraordinary value in Brazil; however, in accordance with Jensen (1978), Fama (1991) and also with the already discussed by Castro and Minardi (2009), this extraordinary return is eroded by the costs that are necessary for its achievement. We also show that periods of financial crisis had a significant impact on the funds’ performance. Such periods also showed a moderator effect between the fund’s performance and its determinants, which is one of the main contributions of this paper. These findings may indicate relevant contributions to the theory about investment funds, as similar results about the moderator effect were not found in previous researches.
publishDate 2014
dc.date.none.fl_str_mv 2014-09-10
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Econometria.
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884
url https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884/5076
https://editorarevistas.mackenzie.br/index.php/RAM/article/view/4884/8685
dc.rights.driver.fl_str_mv Copyright (c) 2015 Revista de Administração Mackenzie
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2015 Revista de Administração Mackenzie
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/vnd.ms-excel
dc.publisher.none.fl_str_mv Editora Mackenzie
publisher.none.fl_str_mv Editora Mackenzie
dc.source.none.fl_str_mv Revista de Administração Mackenzie; Vol. 15 No. 4 (2014)
Revista de Administração Mackenzie; Vol. 15 Núm. 4 (2014)
Revista de Administração Mackenzie (Mackenzie Management Review); v. 15 n. 4 (2014)
1678-6971
1518-6776
reponame:RAM. Revista de Administração Mackenzie
instname:Universidade Presbiteriana Mackenzie (MACKENZIE)
instacron:MACKENZIE
instname_str Universidade Presbiteriana Mackenzie (MACKENZIE)
instacron_str MACKENZIE
institution MACKENZIE
reponame_str RAM. Revista de Administração Mackenzie
collection RAM. Revista de Administração Mackenzie
repository.name.fl_str_mv RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (MACKENZIE)
repository.mail.fl_str_mv revista.adm@mackenzie.br
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