Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market

Detalhes bibliográficos
Autor(a) principal: Maluf, Yuri Sampaio
Data de Publicação: 2013
Outros Autores: Albuquerque, Pedro Henrique Melo
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Revista Contabilidade & Finanças (Online)
Texto Completo: https://www.revistas.usp.br/rcf/article/view/58651
Resumo: According to risk management literature, diversification helps mitigate risk. Index funds, known as exchange-traded funds (ETFs), which were recently introduced into the Brazilian market, make diversification straightforward to accomplish. This paper investigates the efficiency of the valuation process of the Ibovespa iShares with respect to the fair value of the shares. For this purpose, a high-frequency time series analysis of ETFs and Ibovespa was used, followed by strategy simulations that included goodwill and negative goodwill between asset sets with and without transaction costs. To avoid data-snooping effects on the transaction outcomes, a time series bootstrap was applied. The results initially indicated share-pricing inefficiency because the inclusion of goodwill and negative goodwill in the strategy resulted in returns of 172.5% above the fund's index. Additionally, it became apparent that even with the introduction of operating costs, the gains continued to exhibit inefficiency. However, after applying the bootstrap technique, the results did not suggest excess returns, which could be attributed to data snooping. Therefore, the results demonstrate the impossibility of agents earning abnormal returns from the differences between the values of the ETF share and its corresponding index, thereby indicating that the Ibovespa iShare fund pricing is efficient.
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spelling Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market Evidências empíricas: arbitragem no mercado brasileiro com fundos ETFs ETFArbitragemHipótese de eficiência de mercadoData-SnoopingETFArbitrageMarket-efficiency hypothesisData snooping According to risk management literature, diversification helps mitigate risk. Index funds, known as exchange-traded funds (ETFs), which were recently introduced into the Brazilian market, make diversification straightforward to accomplish. This paper investigates the efficiency of the valuation process of the Ibovespa iShares with respect to the fair value of the shares. For this purpose, a high-frequency time series analysis of ETFs and Ibovespa was used, followed by strategy simulations that included goodwill and negative goodwill between asset sets with and without transaction costs. To avoid data-snooping effects on the transaction outcomes, a time series bootstrap was applied. The results initially indicated share-pricing inefficiency because the inclusion of goodwill and negative goodwill in the strategy resulted in returns of 172.5% above the fund's index. Additionally, it became apparent that even with the introduction of operating costs, the gains continued to exhibit inefficiency. However, after applying the bootstrap technique, the results did not suggest excess returns, which could be attributed to data snooping. Therefore, the results demonstrate the impossibility of agents earning abnormal returns from the differences between the values of the ETF share and its corresponding index, thereby indicating that the Ibovespa iShare fund pricing is efficient. De acordo com a literatura de gestão de risco, a diversificação contribui para a mitigação do risco. Neste sentido, os fundos de índice Exchange Traded Funds (ETF), recém-introduzidos no mercado brasileiro, permitem sua fácil execução. Dentro deste contexto, o presente artigo investiga a eficiência do processo de valuation das cotas do fundo iShare Ibovespa com relação ao seu valor justo. Para isto, primeiramente é empregada uma análise das séries temporais de alta frequência do ETF e Ibovespa, seguido de simulações de estratégias que contemplem ágios/deságios entre as séries dos ativos, sem e com custos de transação. A fim de evitar efeitos de Data-Snooping nos resultados das operações, foi aplicado um Bootstrap para séries temporais. No primeiro momento os resultados apontam para uma ineficiência do apreçamento das cotas, visto que a incorporação de ágios/deságios na estratégia produziu retornos de 172,5% acima de seu índice. No segundo, verifica-se que mesmo com a introdução dos custos operacionais, os ganhos ainda assim apresentam ineficiência. Entretanto, a partir da técnica de Bootstrap, os resultados não apontaram para retornos excedentes, o que pode ser atribuído meramente ao fenômeno de Data-Snooping. Os resultados evidenciam, portanto, a inviabilidade dos agentes em auferir rendimentos anormais a partir de divergências entre os valores da cota do ETF e seu respectivo índice, o que indica uma eficiência nas precificações das cotas do fundo iShare Ibovespa. Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária2013-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://www.revistas.usp.br/rcf/article/view/5865110.1590/S1519-70772013000100007Revista Contabilidade & Finanças; v. 24 n. 61 (2013); 64-74 Revista Contabilidade & Finanças; Vol. 24 No. 61 (2013); 64-74 Revista Contabilidade & Finanças; Vol. 24 Núm. 61 (2013); 64-74 1808-057X1519-7077reponame:Revista Contabilidade & Finanças (Online)instname:Universidade de São Paulo (USP)instacron:USPporenghttps://www.revistas.usp.br/rcf/article/view/58651/61736https://www.revistas.usp.br/rcf/article/view/58651/61737Copyright (c) 2018 Revista Contabilidade & Finançasinfo:eu-repo/semantics/openAccessMaluf, Yuri SampaioAlbuquerque, Pedro Henrique Melo2013-07-16T13:07:33Zoai:revistas.usp.br:article/58651Revistahttp://www.revistas.usp.br/rcf/indexPUBhttps://old.scielo.br/oai/scielo-oai.phprecont@usp.br||recont@usp.br1808-057X1519-7077opendoar:2013-07-16T13:07:33Revista Contabilidade & Finanças (Online) - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
Evidências empíricas: arbitragem no mercado brasileiro com fundos ETFs
title Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
spellingShingle Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
Maluf, Yuri Sampaio
ETF
Arbitragem
Hipótese de eficiência de mercado
Data-Snooping
ETF
Arbitrage
Market-efficiency hypothesis
Data snooping
title_short Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
title_full Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
title_fullStr Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
title_full_unstemmed Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
title_sort Empirical evidence: arbitrage with Exchange-traded Funds (ETFs) on the brazilian market
author Maluf, Yuri Sampaio
author_facet Maluf, Yuri Sampaio
Albuquerque, Pedro Henrique Melo
author_role author
author2 Albuquerque, Pedro Henrique Melo
author2_role author
dc.contributor.author.fl_str_mv Maluf, Yuri Sampaio
Albuquerque, Pedro Henrique Melo
dc.subject.por.fl_str_mv ETF
Arbitragem
Hipótese de eficiência de mercado
Data-Snooping
ETF
Arbitrage
Market-efficiency hypothesis
Data snooping
topic ETF
Arbitragem
Hipótese de eficiência de mercado
Data-Snooping
ETF
Arbitrage
Market-efficiency hypothesis
Data snooping
description According to risk management literature, diversification helps mitigate risk. Index funds, known as exchange-traded funds (ETFs), which were recently introduced into the Brazilian market, make diversification straightforward to accomplish. This paper investigates the efficiency of the valuation process of the Ibovespa iShares with respect to the fair value of the shares. For this purpose, a high-frequency time series analysis of ETFs and Ibovespa was used, followed by strategy simulations that included goodwill and negative goodwill between asset sets with and without transaction costs. To avoid data-snooping effects on the transaction outcomes, a time series bootstrap was applied. The results initially indicated share-pricing inefficiency because the inclusion of goodwill and negative goodwill in the strategy resulted in returns of 172.5% above the fund's index. Additionally, it became apparent that even with the introduction of operating costs, the gains continued to exhibit inefficiency. However, after applying the bootstrap technique, the results did not suggest excess returns, which could be attributed to data snooping. Therefore, the results demonstrate the impossibility of agents earning abnormal returns from the differences between the values of the ETF share and its corresponding index, thereby indicating that the Ibovespa iShare fund pricing is efficient.
publishDate 2013
dc.date.none.fl_str_mv 2013-04-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/rcf/article/view/58651
10.1590/S1519-70772013000100007
url https://www.revistas.usp.br/rcf/article/view/58651
identifier_str_mv 10.1590/S1519-70772013000100007
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/rcf/article/view/58651/61736
https://www.revistas.usp.br/rcf/article/view/58651/61737
dc.rights.driver.fl_str_mv Copyright (c) 2018 Revista Contabilidade & Finanças
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2018 Revista Contabilidade & Finanças
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Economia, Administração, Contabilidade e Atuária
dc.source.none.fl_str_mv Revista Contabilidade & Finanças; v. 24 n. 61 (2013); 64-74
Revista Contabilidade & Finanças; Vol. 24 No. 61 (2013); 64-74
Revista Contabilidade & Finanças; Vol. 24 Núm. 61 (2013); 64-74
1808-057X
1519-7077
reponame:Revista Contabilidade & Finanças (Online)
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Revista Contabilidade & Finanças (Online)
collection Revista Contabilidade & Finanças (Online)
repository.name.fl_str_mv Revista Contabilidade & Finanças (Online) - Universidade de São Paulo (USP)
repository.mail.fl_str_mv recont@usp.br||recont@usp.br
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