Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros

Detalhes bibliográficos
Autor(a) principal: Santos, Ana Carolina Caetano dos
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/9969
Resumo: The Brazilian hedge funds industry has grown significantly in recent years. It is currently the second largest class of funds, second only to Fixed Income funds. Given the importance of this category, this dissertation aims to analyze the relationship between risk and return of hedge funds. For this, the Conditional Value at Risk is used as a measure of risk, a measure with valuable properties in relation to the traditional measures such as variance. The relationship between risk and return was verified through the creation of portfolios, such as those of Fama and French (1993), and regressions with panel data. The data contain information from 326 brazilian hedge funds from january 2010 to december 2017. It should be noted that hedge funds portfolios with higher CVaR (risk) have a low average return and high volatility, while lower risk portfolios have, on average, better performance and lower volatility. Analyzing the multimarket funds individually, through regressions with panel data, a direct relationship between risk and funds monthly return is observed. The size of funds seems to be indirectly related to active funds and direct related with closed funds. The age of the funds did not present a significant relationship with returns from hedge funds.
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spelling Holanda, Francisco Bruno de Limahttp://lattes.cnpq.br/0680905827894606Holanda, Francisco Bruno de LimaCruz, Alethéia Ferreira daMonsueto, Sandro Eduardohttp://lattes.cnpq.br/6670511485640483Santos, Ana Carolina Caetano dos2019-08-28T11:26:46Z2019-06-06SANTOS, A. C. C. Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros. 2019. 66 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2019.http://repositorio.bc.ufg.br/tede/handle/tede/9969The Brazilian hedge funds industry has grown significantly in recent years. It is currently the second largest class of funds, second only to Fixed Income funds. Given the importance of this category, this dissertation aims to analyze the relationship between risk and return of hedge funds. For this, the Conditional Value at Risk is used as a measure of risk, a measure with valuable properties in relation to the traditional measures such as variance. The relationship between risk and return was verified through the creation of portfolios, such as those of Fama and French (1993), and regressions with panel data. The data contain information from 326 brazilian hedge funds from january 2010 to december 2017. It should be noted that hedge funds portfolios with higher CVaR (risk) have a low average return and high volatility, while lower risk portfolios have, on average, better performance and lower volatility. Analyzing the multimarket funds individually, through regressions with panel data, a direct relationship between risk and funds monthly return is observed. The size of funds seems to be indirectly related to active funds and direct related with closed funds. The age of the funds did not present a significant relationship with returns from hedge funds.A indústria de fundos multimercados brasileira apresentou grande crescimento nos últimos anos. Atualmente é a segunda maior classe de fundos, perdendo apenas para fundos de Renda Fixa. Diante da importância dessa categoria, esta dissertação tem como objetivo analisar a relação entre risco e retorno de fundos multimercados. Para isso, utiliza-se como medida de risco o Condicional Value at Risk, uma medida com propriedades vantajosas em relação às medidas tradicionais como variância. A relação entre risco e retorno foi verificada através de criação de portfólios, semelhantes aos de Fama e French (1993), e regressões com dados em painel. Os dados incluem informações de 326 fundos multimercados brasileiros entre janeiro de 2010 a dezembro de 2017. Observa-se que portfólios de fundos multimercados com maior CVaR (risco) apresentam retorno mensal médio baixo e alta volatilidade, enquanto portfólios de menor risco apresentam, na média, desempenho melhor e baixa volatilidade. Analisando os fundos multimercados de forma individual, através de regressões com dados em painel, observa-se uma relação direta entre risco e retorno mensal de fundos. O tamanho dos fundos parece estar relacionado de forma indireta com fundos ativos e de forma direta com fundos encerrados. A idade dos fundos não apresentou relação significativa com retornos de fundos multimercados.Submitted by Ana Caroline Costa (ana_caroline212@hotmail.com) on 2019-08-27T18:05:16Z No. of bitstreams: 2 Dissertação - Ana Carolina Caetano dos Santos - 2019.pdf: 4191052 bytes, checksum: 7860a5ab30f6a9536401b221f2990dbc (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2019-08-28T11:26:46Z (GMT) No. of bitstreams: 2 Dissertação - Ana Carolina Caetano dos Santos - 2019.pdf: 4191052 bytes, checksum: 7860a5ab30f6a9536401b221f2990dbc (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2019-08-28T11:26:46Z (GMT). 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dc.title.eng.fl_str_mv Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
title Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
spellingShingle Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
Santos, Ana Carolina Caetano dos
Fundos multimercados
CVaR
Retorno
Returns
Hedge funds
CIENCIAS SOCIAIS APLICADAS::ECONOMIA
title_short Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
title_full Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
title_fullStr Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
title_full_unstemmed Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
title_sort Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros
author Santos, Ana Carolina Caetano dos
author_facet Santos, Ana Carolina Caetano dos
author_role author
dc.contributor.advisor1.fl_str_mv Holanda, Francisco Bruno de Lima
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0680905827894606
dc.contributor.referee1.fl_str_mv Holanda, Francisco Bruno de Lima
dc.contributor.referee2.fl_str_mv Cruz, Alethéia Ferreira da
dc.contributor.referee3.fl_str_mv Monsueto, Sandro Eduardo
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6670511485640483
dc.contributor.author.fl_str_mv Santos, Ana Carolina Caetano dos
contributor_str_mv Holanda, Francisco Bruno de Lima
Holanda, Francisco Bruno de Lima
Cruz, Alethéia Ferreira da
Monsueto, Sandro Eduardo
dc.subject.por.fl_str_mv Fundos multimercados
CVaR
Retorno
Returns
topic Fundos multimercados
CVaR
Retorno
Returns
Hedge funds
CIENCIAS SOCIAIS APLICADAS::ECONOMIA
dc.subject.eng.fl_str_mv Hedge funds
dc.subject.cnpq.fl_str_mv CIENCIAS SOCIAIS APLICADAS::ECONOMIA
description The Brazilian hedge funds industry has grown significantly in recent years. It is currently the second largest class of funds, second only to Fixed Income funds. Given the importance of this category, this dissertation aims to analyze the relationship between risk and return of hedge funds. For this, the Conditional Value at Risk is used as a measure of risk, a measure with valuable properties in relation to the traditional measures such as variance. The relationship between risk and return was verified through the creation of portfolios, such as those of Fama and French (1993), and regressions with panel data. The data contain information from 326 brazilian hedge funds from january 2010 to december 2017. It should be noted that hedge funds portfolios with higher CVaR (risk) have a low average return and high volatility, while lower risk portfolios have, on average, better performance and lower volatility. Analyzing the multimarket funds individually, through regressions with panel data, a direct relationship between risk and funds monthly return is observed. The size of funds seems to be indirectly related to active funds and direct related with closed funds. The age of the funds did not present a significant relationship with returns from hedge funds.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-08-28T11:26:46Z
dc.date.issued.fl_str_mv 2019-06-06
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv SANTOS, A. C. C. Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros. 2019. 66 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2019.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/9969
identifier_str_mv SANTOS, A. C. C. Uso da medida de risco CVaR para estimação de retornos de fundos multimercados brasileiros. 2019. 66 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2019.
url http://repositorio.bc.ufg.br/tede/handle/tede/9969
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Faculdade de Administração, Ciências Contábeis e Ciências Econômicas - FACE (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
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