Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market

Detalhes bibliográficos
Autor(a) principal: Domingues, Carlos
Data de Publicação: 2022
Outros Autores: Aronne, Alexandre, Pereira, Francisco, Magalhães, Frank
Tipo de documento: Artigo
Idioma: eng
por
Título da fonte: BBR. Brazilian Business Review (English edition. Online)
Texto Completo: http://www.bbronline.com.br/index.php/bbr/article/view/719
Resumo: In this paper, multifactor asset pricing models are used to assess and compare the performance – through the analysis of Jensen’s alpha – of three equity portfolios constructed according to the value investing strategies proposed by Joseph Piotroski, Benjamin Graham, and Joel Greenblatt. Three portfolios are constructed according to the methodologies developed by each author, using financial and accounting data from a sample of 598 stocks traded in the Brazilian stock exchange during the period Jan/2006-Dec/2019. Parameters of a five-factor model – an extended version of Carhart’s four factor model with the inclusion of an illiquidity factor – are estimated for each of the three portfolios. Regression results indicate that the three strategies have generated positive and statistically significant Jensen’s alpha in the five-factor model setting and other variations. However, the excess returns estimated according to different specifications vary substantially. The Capital Asset Pricing Model specification seems to underestimate Jensen’s alpha when compared to other specifications that provide higher explanatory power (adjusted R2).
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spelling Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock MarketPiotroski, Graham e Greenblatt: Uma Abordagem Empírica do Value Investing no Mercado Acionário BrasileiroValue InvestingJensen’s AlphaAsset PricingValue InvestingAlfa de JensenPrecificação de AtivosIn this paper, multifactor asset pricing models are used to assess and compare the performance – through the analysis of Jensen’s alpha – of three equity portfolios constructed according to the value investing strategies proposed by Joseph Piotroski, Benjamin Graham, and Joel Greenblatt. Three portfolios are constructed according to the methodologies developed by each author, using financial and accounting data from a sample of 598 stocks traded in the Brazilian stock exchange during the period Jan/2006-Dec/2019. Parameters of a five-factor model – an extended version of Carhart’s four factor model with the inclusion of an illiquidity factor – are estimated for each of the three portfolios. Regression results indicate that the three strategies have generated positive and statistically significant Jensen’s alpha in the five-factor model setting and other variations. However, the excess returns estimated according to different specifications vary substantially. The Capital Asset Pricing Model specification seems to underestimate Jensen’s alpha when compared to other specifications that provide higher explanatory power (adjusted R2).Neste artigo, modelos de precificação de ativos multifatoriais são usados para avaliar e comparar o desempenho – por meio da análise do alfa de Jensen – de três carteiras de ações construídas de acordo com as estratégias de value investing propostas por Joseph Piotroski, Benjamin Graham e Joel Greenblatt. Para a construção das três carteiras, foram utilizados dados econômico-financeiros do período de janeiro de 2006 até dezembro de 2019 de uma amostra com 598 ações listadas na bolsa brasileira. Os parâmetros de um modelo de cinco fatores – uma versão estendida do modelo de quatro fatores de Carhart com a inclusão de um fator de iliquidez – são estimados para cada uma das três carteiras. Os resultados da regressão indicam que as três estratégias geraram alfa de Jensen positivo e estatisticamente significativo com a especificação de cinco fatores e outras variações. No entanto, os retornos excedentes estimados de acordo com as diversas especificações variam substancialmente. A especificação do Capital Asset Pricing Model (CAPM) parece subestimar o alfa de Jensen quando comparada a oFUCAPE Business Shool2022-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionPeer-reviewed ArticleArtigo revisado pelos paresapplication/pdfapplication/pdfhttp://www.bbronline.com.br/index.php/bbr/article/view/71910.15728/bbr.2022.19.5.1.enBrazilian Business Review; Vol. 19 No. 5 (2022): September to October 2022; 475-491Brazilian Business Review; v. 19 n. 5 (2022): Setembro a Outubro 2022; 475-4911808-23861807-734Xreponame:BBR. Brazilian Business Review (English edition. Online)instname:Fucape Business School (FBS)instacron:FBSengporhttp://www.bbronline.com.br/index.php/bbr/article/view/719/1077http://www.bbronline.com.br/index.php/bbr/article/view/719/1078Copyright (c) 2022 Brazilian Business Reviewhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessDomingues, CarlosAronne, AlexandrePereira, FranciscoMagalhães, Frank2022-09-01T20:02:47Zoai:ojs.pkp.sfu.ca:article/719Revistahttps://www.bbronline.com.br/index.php/bbr/indexONGhttp://www.bbronline.com.br/index.php/bbr/oai|| bbronline@bbronline.com.br1808-23861808-2386opendoar:2022-09-01T20:02:47BBR. Brazilian Business Review (English edition. Online) - Fucape Business School (FBS)false
dc.title.none.fl_str_mv Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
Piotroski, Graham e Greenblatt: Uma Abordagem Empírica do Value Investing no Mercado Acionário Brasileiro
title Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
spellingShingle Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
Domingues, Carlos
Value Investing
Jensen’s Alpha
Asset Pricing
Value Investing
Alfa de Jensen
Precificação de Ativos
title_short Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
title_full Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
title_fullStr Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
title_full_unstemmed Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
title_sort Piotroski, Graham and Greenblatt: an Empirical Approach to Value Investing in the Brazilian Stock Market
author Domingues, Carlos
author_facet Domingues, Carlos
Aronne, Alexandre
Pereira, Francisco
Magalhães, Frank
author_role author
author2 Aronne, Alexandre
Pereira, Francisco
Magalhães, Frank
author2_role author
author
author
dc.contributor.author.fl_str_mv Domingues, Carlos
Aronne, Alexandre
Pereira, Francisco
Magalhães, Frank
dc.subject.por.fl_str_mv Value Investing
Jensen’s Alpha
Asset Pricing
Value Investing
Alfa de Jensen
Precificação de Ativos
topic Value Investing
Jensen’s Alpha
Asset Pricing
Value Investing
Alfa de Jensen
Precificação de Ativos
description In this paper, multifactor asset pricing models are used to assess and compare the performance – through the analysis of Jensen’s alpha – of three equity portfolios constructed according to the value investing strategies proposed by Joseph Piotroski, Benjamin Graham, and Joel Greenblatt. Three portfolios are constructed according to the methodologies developed by each author, using financial and accounting data from a sample of 598 stocks traded in the Brazilian stock exchange during the period Jan/2006-Dec/2019. Parameters of a five-factor model – an extended version of Carhart’s four factor model with the inclusion of an illiquidity factor – are estimated for each of the three portfolios. Regression results indicate that the three strategies have generated positive and statistically significant Jensen’s alpha in the five-factor model setting and other variations. However, the excess returns estimated according to different specifications vary substantially. The Capital Asset Pricing Model specification seems to underestimate Jensen’s alpha when compared to other specifications that provide higher explanatory power (adjusted R2).
publishDate 2022
dc.date.none.fl_str_mv 2022-09-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
Artigo revisado pelos pares
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.bbronline.com.br/index.php/bbr/article/view/719
10.15728/bbr.2022.19.5.1.en
url http://www.bbronline.com.br/index.php/bbr/article/view/719
identifier_str_mv 10.15728/bbr.2022.19.5.1.en
dc.language.iso.fl_str_mv eng
por
language eng
por
dc.relation.none.fl_str_mv http://www.bbronline.com.br/index.php/bbr/article/view/719/1077
http://www.bbronline.com.br/index.php/bbr/article/view/719/1078
dc.rights.driver.fl_str_mv Copyright (c) 2022 Brazilian Business Review
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2022 Brazilian Business Review
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv FUCAPE Business Shool
publisher.none.fl_str_mv FUCAPE Business Shool
dc.source.none.fl_str_mv Brazilian Business Review; Vol. 19 No. 5 (2022): September to October 2022; 475-491
Brazilian Business Review; v. 19 n. 5 (2022): Setembro a Outubro 2022; 475-491
1808-2386
1807-734X
reponame:BBR. Brazilian Business Review (English edition. Online)
instname:Fucape Business School (FBS)
instacron:FBS
instname_str Fucape Business School (FBS)
instacron_str FBS
institution FBS
reponame_str BBR. Brazilian Business Review (English edition. Online)
collection BBR. Brazilian Business Review (English edition. Online)
repository.name.fl_str_mv BBR. Brazilian Business Review (English edition. Online) - Fucape Business School (FBS)
repository.mail.fl_str_mv || bbronline@bbronline.com.br
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