O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local

Detalhes bibliográficos
Autor(a) principal: Milani, Bruno
Data de Publicação: 2015
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/3142
Resumo: The Exchanged Traded Funds (ETFs) have become a widespread investment vehicle, with unique features that have not been sufficiently studied, especially when it comes to emerging markets ETFs. In addition, consolidated pricing models are not enough to analyze the dynamics of a type of fund that adds a new dimension to a traditional investment funds: a change in the price of shares traded on the stock exchange. Thus, ETFs have shares priced by supply and demand, that may present considerable discrepancies in relation to its book value, called Net Asset Value (NAV). The difference between the price of the share and its book value (or their returns) is called pricing deviation by the emerging literature on the theme, although there are discrepancies about its name and concept. Some studies such as Berk and Stanton (2007) point out that the share returns can be partly explained by its own persistence. There are indications also that it would be related to an exaggerated reaction of the market, as verified by Levy and Lieberman (2013) and Milani and Ceretta (2014b). To contribute to the limited literature on the subject, this study aimed to verify how the variables of traditional models of investment fund pricing explain the Brazilian ETFs returns and which are the characteristics of the local correlation of its price deviation with the return market. After estimating the traditional pricing models, it was found that the return of the ETF is explained by the co-variance and co-kurtosis coefficients and the SMB factor. Still, the relationship between the return of their shares and its book value variation was observed, showing that the market return itself affects the price variation. Among the various contributions, it was found that extreme market returns affect the return of the ETF to a greater extent; negative market returns are more influent than positive returns; there is a tendency that investors allocate funds in ETFs already overstated; a specific ETF showed superior performance to others through greater exposure to systematic risk in times of elevation than in the fall, and possibly taking advantage of economy of scale. The results contribute to the formation of the young literature on the Brazilian ETFs, generating new questions that can be leveraged in future research.
id UFSM_3125537663b03780844613f91756482d
oai_identifier_str oai:repositorio.ufsm.br:1/3142
network_acronym_str UFSM
network_name_str Biblioteca Digital de Teses e Dissertações do UFSM
repository_id_str
spelling 2017-04-072017-04-072015-09-18MILANI, Bruno. Pricing deviation of brazilian exchange-traded funds: a local correlation-based analysis. 2015. 181 f. Tese (Doutorado em Administração) - Universidade Federal de Santa Maria, Santa Maria, 2015.http://repositorio.ufsm.br/handle/1/3142The Exchanged Traded Funds (ETFs) have become a widespread investment vehicle, with unique features that have not been sufficiently studied, especially when it comes to emerging markets ETFs. In addition, consolidated pricing models are not enough to analyze the dynamics of a type of fund that adds a new dimension to a traditional investment funds: a change in the price of shares traded on the stock exchange. Thus, ETFs have shares priced by supply and demand, that may present considerable discrepancies in relation to its book value, called Net Asset Value (NAV). The difference between the price of the share and its book value (or their returns) is called pricing deviation by the emerging literature on the theme, although there are discrepancies about its name and concept. Some studies such as Berk and Stanton (2007) point out that the share returns can be partly explained by its own persistence. There are indications also that it would be related to an exaggerated reaction of the market, as verified by Levy and Lieberman (2013) and Milani and Ceretta (2014b). To contribute to the limited literature on the subject, this study aimed to verify how the variables of traditional models of investment fund pricing explain the Brazilian ETFs returns and which are the characteristics of the local correlation of its price deviation with the return market. After estimating the traditional pricing models, it was found that the return of the ETF is explained by the co-variance and co-kurtosis coefficients and the SMB factor. Still, the relationship between the return of their shares and its book value variation was observed, showing that the market return itself affects the price variation. Among the various contributions, it was found that extreme market returns affect the return of the ETF to a greater extent; negative market returns are more influent than positive returns; there is a tendency that investors allocate funds in ETFs already overstated; a specific ETF showed superior performance to others through greater exposure to systematic risk in times of elevation than in the fall, and possibly taking advantage of economy of scale. The results contribute to the formation of the young literature on the Brazilian ETFs, generating new questions that can be leveraged in future research.Os Exchanged Traded Funds (ETFs) se tornaram um veículo de investimentos amplamente difundido, com características únicas que não foram ainda suficientemente estudadas, especialmente quando se trata de ETFs de mercados emergentes. Além disso, modelos de precificação consolidados não são suficientes para analisar a dinâmica de um tipo de fundo que adiciona uma nova dimensão em relação aos fundos de investimento tradicionais: a variação do preço das quotas, negociadas em bolsa de valores. Assim, os ETFs apresentam cotas precificadas pela oferta e demanda, podendo apresentar consideráveis discrepâncias em relação ao seu valor patrimonial, denominado Net Asset Value (NAV). A diferença entre o preço da quota e seu valor patrimonial (ou seus retornos) é denominada pela emergente literatura acerca do tema de desvio de preço, embora ainda existam discrepâncias acerca da sua denominação e conceituação. Alguns estudos como o de Berk e Stanton (2007) apontam que os retornos das cotas podem ser explicados parcialmente por sua própria persistência. Há indícios também que estariam relacionados com uma reação exagerada do mercado, como verificado por Levy e Lieberman (2013) e Milani e Ceretta (2014b). Visando contribuir com a restrita literatura acerca do tema, este trabalho teve como objetivo geral verificar como as variáveis de modelos tradicionais de precificação de fundos de investimento explicam os retornos de ETFs brasileiros e quais as características da correlação local de seu desvio do preço com o retorno do mercado. Após a estimação dos tradicionais modelos de precificação, verificou-se que o retorno dos ETFs é explicado pelos coeficientes de co-variância, co-curtose e pelo fator SMB. Ainda, foi verificada a relação entre o retorno de suas quotas e a variação de seu valor patrimonial, revelando que o próprio retorno do mercado afeta o desvio de preço. Entre as diversas contribuições, verificou-se que retornos extremos do mercado afetam o retorno dos ETFs em maior proporção; retornos negativos influenciam mais os ETFs do que retornos positivos; há tendência de que os investidores aloquem recursos em ETFs já superavaliados; um ETF específico apresentou performance superior aos demais através de uma exposição maior ao risco sistemático nos momentos de elevação do que nos de queda, além de possivelmente usufruir de ganhos de escala. Os resultados contribuem para a formação da jovem literatura acerca dos ETFs brasileiros, gerando novos questionamentos que poderão ser aproveitados em pesquisas futuras.application/pdfporUniversidade Federal de Santa MariaPrograma de Pós-Graduação em AdministraçãoUFSMBRAdministraçãoETFsPrecificaçãoDesvio do preçoCorrelação localETFsPricingPricing deviationLocal correlationCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAOO desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação localPricing deviation of brazilian exchange-traded funds: a local correlation-based analysisinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisCeretta, Paulo Sergiohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4707322J1Sonza, Igor Bernardihttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4745888D9Gregori, Roberto dehttp://lattes.cnpq.br/6994222085356281Anése, Rogério Luis Reolonhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4706083P4Dorneles, Simone Bochihttp://lattes.cnpq.br/5980492761868050http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4481252Y8Milani, Bruno600200000006400300300300300300300594dad0f-39e8-46c0-9299-beeff34883435794c4f7-110d-4509-94d0-43361576da335e29aeea-5765-4693-8c0b-8c18d2b6636696da28cb-3f56-4570-ba0b-fcfa328ff93fa5f175d7-755f-4789-bb4a-f389b7dad89d75d61f95-220e-4f5b-8e21-55dd8f6f0b34info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALMILANI, BRUNO.pdfapplication/pdf1861098http://repositorio.ufsm.br/bitstream/1/3142/1/MILANI%2c%20BRUNO.pdfa28ae86c77d816620bef82e74a6b00e2MD51TEXTMILANI, BRUNO.pdf.txtMILANI, BRUNO.pdf.txtExtracted texttext/plain411303http://repositorio.ufsm.br/bitstream/1/3142/2/MILANI%2c%20BRUNO.pdf.txt52c2e150ccb6f3ae6056ec76640b5003MD52THUMBNAILMILANI, BRUNO.pdf.jpgMILANI, BRUNO.pdf.jpgIM Thumbnailimage/jpeg4739http://repositorio.ufsm.br/bitstream/1/3142/3/MILANI%2c%20BRUNO.pdf.jpgcc8dc4db0fc750e8f297ef4b7032821aMD531/31422017-07-25 10:51:51.342oai:repositorio.ufsm.br:1/3142Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2017-07-25T13:51:51Biblioteca Digital de Teses e Dissertações do UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
dc.title.alternative.eng.fl_str_mv Pricing deviation of brazilian exchange-traded funds: a local correlation-based analysis
title O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
spellingShingle O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
Milani, Bruno
ETFs
Precificação
Desvio do preço
Correlação local
ETFs
Pricing
Pricing deviation
Local correlation
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
title_short O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
title_full O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
title_fullStr O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
title_full_unstemmed O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
title_sort O desvio do preço dos exchange-traded funds brasileiros: uma análise baseada na correlação local
author Milani, Bruno
author_facet Milani, Bruno
author_role author
dc.contributor.advisor1.fl_str_mv Ceretta, Paulo Sergio
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4707322J1
dc.contributor.referee1.fl_str_mv Sonza, Igor Bernardi
dc.contributor.referee1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4745888D9
dc.contributor.referee2.fl_str_mv Gregori, Roberto de
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/6994222085356281
dc.contributor.referee3.fl_str_mv Anése, Rogério Luis Reolon
dc.contributor.referee3Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4706083P4
dc.contributor.referee4.fl_str_mv Dorneles, Simone Bochi
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/5980492761868050
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4481252Y8
dc.contributor.author.fl_str_mv Milani, Bruno
contributor_str_mv Ceretta, Paulo Sergio
Sonza, Igor Bernardi
Gregori, Roberto de
Anése, Rogério Luis Reolon
Dorneles, Simone Bochi
dc.subject.por.fl_str_mv ETFs
Precificação
Desvio do preço
Correlação local
topic ETFs
Precificação
Desvio do preço
Correlação local
ETFs
Pricing
Pricing deviation
Local correlation
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
dc.subject.eng.fl_str_mv ETFs
Pricing
Pricing deviation
Local correlation
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
description The Exchanged Traded Funds (ETFs) have become a widespread investment vehicle, with unique features that have not been sufficiently studied, especially when it comes to emerging markets ETFs. In addition, consolidated pricing models are not enough to analyze the dynamics of a type of fund that adds a new dimension to a traditional investment funds: a change in the price of shares traded on the stock exchange. Thus, ETFs have shares priced by supply and demand, that may present considerable discrepancies in relation to its book value, called Net Asset Value (NAV). The difference between the price of the share and its book value (or their returns) is called pricing deviation by the emerging literature on the theme, although there are discrepancies about its name and concept. Some studies such as Berk and Stanton (2007) point out that the share returns can be partly explained by its own persistence. There are indications also that it would be related to an exaggerated reaction of the market, as verified by Levy and Lieberman (2013) and Milani and Ceretta (2014b). To contribute to the limited literature on the subject, this study aimed to verify how the variables of traditional models of investment fund pricing explain the Brazilian ETFs returns and which are the characteristics of the local correlation of its price deviation with the return market. After estimating the traditional pricing models, it was found that the return of the ETF is explained by the co-variance and co-kurtosis coefficients and the SMB factor. Still, the relationship between the return of their shares and its book value variation was observed, showing that the market return itself affects the price variation. Among the various contributions, it was found that extreme market returns affect the return of the ETF to a greater extent; negative market returns are more influent than positive returns; there is a tendency that investors allocate funds in ETFs already overstated; a specific ETF showed superior performance to others through greater exposure to systematic risk in times of elevation than in the fall, and possibly taking advantage of economy of scale. The results contribute to the formation of the young literature on the Brazilian ETFs, generating new questions that can be leveraged in future research.
publishDate 2015
dc.date.issued.fl_str_mv 2015-09-18
dc.date.accessioned.fl_str_mv 2017-04-07
dc.date.available.fl_str_mv 2017-04-07
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv MILANI, Bruno. Pricing deviation of brazilian exchange-traded funds: a local correlation-based analysis. 2015. 181 f. Tese (Doutorado em Administração) - Universidade Federal de Santa Maria, Santa Maria, 2015.
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/3142
identifier_str_mv MILANI, Bruno. Pricing deviation of brazilian exchange-traded funds: a local correlation-based analysis. 2015. 181 f. Tese (Doutorado em Administração) - Universidade Federal de Santa Maria, Santa Maria, 2015.
url http://repositorio.ufsm.br/handle/1/3142
dc.language.iso.fl_str_mv por
language por
dc.relation.cnpq.fl_str_mv 600200000006
dc.relation.confidence.fl_str_mv 400
300
300
300
300
300
300
dc.relation.authority.fl_str_mv 594dad0f-39e8-46c0-9299-beeff3488343
5794c4f7-110d-4509-94d0-43361576da33
5e29aeea-5765-4693-8c0b-8c18d2b66366
96da28cb-3f56-4570-ba0b-fcfa328ff93f
a5f175d7-755f-4789-bb4a-f389b7dad89d
75d61f95-220e-4f5b-8e21-55dd8f6f0b34
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Administração
dc.publisher.initials.fl_str_mv UFSM
dc.publisher.country.fl_str_mv BR
dc.publisher.department.fl_str_mv Administração
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações do UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Biblioteca Digital de Teses e Dissertações do UFSM
collection Biblioteca Digital de Teses e Dissertações do UFSM
bitstream.url.fl_str_mv http://repositorio.ufsm.br/bitstream/1/3142/1/MILANI%2c%20BRUNO.pdf
http://repositorio.ufsm.br/bitstream/1/3142/2/MILANI%2c%20BRUNO.pdf.txt
http://repositorio.ufsm.br/bitstream/1/3142/3/MILANI%2c%20BRUNO.pdf.jpg
bitstream.checksum.fl_str_mv a28ae86c77d816620bef82e74a6b00e2
52c2e150ccb6f3ae6056ec76640b5003
cc8dc4db0fc750e8f297ef4b7032821a
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações do UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
_version_ 1801485115503673344