Finding simple strategies for high returns

Detalhes bibliográficos
Autor(a) principal: Coelho, Francisco Nunes Pinto
Data de Publicação: 2017
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.14/22119
Resumo: My objective throughout this paper is to provide useful insights to investors on simple ways to obtain high return focusing on Value & Momentum strategies applied to the US Market. Opposite from most existing literature, we were not able to prove the existence of both Price and Earnings Momentum. However, we see that past returns are explanatory of future for the same stock, as predicted by Moskowitz, Ooi and Pederson (2012). We observe that Value yield positive and abnormal returns, confirming past literature. Nonetheless, both strategies seem to be underperforming as they are not able to efficiently distinguish between true and false winners and losers. In order to solve this problem, I double sorted Value & Momentum using financial ratios and short-term trend indicators (acceleration indexes). For Momentum, generally, double sorting was either slightly or ineffective at all. For Value, double sorting improved returns suggesting that Price Earnings and Price to Cash-flow add complementary information to each other. After Accelerating Value & Momentum, we were able to establish the most profitable returns. However, the best possible risk-adjusted solution is the one proposed by Asness, Moskowitz & Pedersen (2013): an equal-weighted combination of returns.
id RCAP_86c2f263755a14500485b14d967cbcf0
oai_identifier_str oai:repositorio.ucp.pt:10400.14/22119
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Finding simple strategies for high returnsValueMomentumEarnings MomentumAccelerationInvestment strategiesEmpirical financeAceleraçãoEstratégias de investimentoDomínio/Área Científica::Ciências Sociais::Economia e GestãoMy objective throughout this paper is to provide useful insights to investors on simple ways to obtain high return focusing on Value & Momentum strategies applied to the US Market. Opposite from most existing literature, we were not able to prove the existence of both Price and Earnings Momentum. However, we see that past returns are explanatory of future for the same stock, as predicted by Moskowitz, Ooi and Pederson (2012). We observe that Value yield positive and abnormal returns, confirming past literature. Nonetheless, both strategies seem to be underperforming as they are not able to efficiently distinguish between true and false winners and losers. In order to solve this problem, I double sorted Value & Momentum using financial ratios and short-term trend indicators (acceleration indexes). For Momentum, generally, double sorting was either slightly or ineffective at all. For Value, double sorting improved returns suggesting that Price Earnings and Price to Cash-flow add complementary information to each other. After Accelerating Value & Momentum, we were able to establish the most profitable returns. However, the best possible risk-adjusted solution is the one proposed by Asness, Moskowitz & Pedersen (2013): an equal-weighted combination of returns.O objetivo principal deste paper é providenciar formas simples de obter retornos elevados focando em estratégias Value & Momentum aplicadas ao mercado Americano. Contrario à literatura existente, não pudemos provar a existência de Price e Earnings Momentum. Contudo, observamos que para a mesma Ação (Stock), retornos passados são indicadores relevantes de retornos futuros, tal como mencionado por Moskowitz, Ooi and Pederson (2012). Para além disso, podemos verificar que estratégias Value providenciam retornos anormais e positivos, confirmando os resultados de literatura existente. No entanto, ambas as estratégias Value e Momentum apresentam resultados aquém do esperado, uma vez que não são significativamente capazes de distinguir entre os verdadeiros e falsos winners e losers. De modo a resolver este problema, Value e Momentum foram filtrados duplamente utilizando rácios financeiros e indicadores de tendência de curto prazo (Índices de Aceleração). Momentum filtrado duas vezes por rácios financeiros, foi geralmente ineficiente. Por outro lado, para Value, pudemos observar que a dupla filtragem melhorou os resultados gerais, sugerindo que os rácios Price-Earnings e Cash-Flow to Price adicionam informação complementar um ao outro. Depois de acelerar Value e Momentum, fomos capazes de observar as estratégias com maior retorno. Contudo, a melhor solução ajustada ao risco é a mesma sugerida por Asness, Moskowitz & Pedersen (2013): uma combinação com pesos iguais de Value e Momentum, embora neste caso acelerados.Bancel, FranckVeritati - Repositório Institucional da Universidade Católica PortuguesaCoelho, Francisco Nunes Pinto2017-05-16T07:28:23Z2017-05-092017-05-09T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/22119TID:201703351enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-12T17:28:27Zoai:repositorio.ucp.pt:10400.14/22119Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:18:28.792979Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Finding simple strategies for high returns
title Finding simple strategies for high returns
spellingShingle Finding simple strategies for high returns
Coelho, Francisco Nunes Pinto
Value
Momentum
Earnings Momentum
Acceleration
Investment strategies
Empirical finance
Aceleração
Estratégias de investimento
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Finding simple strategies for high returns
title_full Finding simple strategies for high returns
title_fullStr Finding simple strategies for high returns
title_full_unstemmed Finding simple strategies for high returns
title_sort Finding simple strategies for high returns
author Coelho, Francisco Nunes Pinto
author_facet Coelho, Francisco Nunes Pinto
author_role author
dc.contributor.none.fl_str_mv Bancel, Franck
Veritati - Repositório Institucional da Universidade Católica Portuguesa
dc.contributor.author.fl_str_mv Coelho, Francisco Nunes Pinto
dc.subject.por.fl_str_mv Value
Momentum
Earnings Momentum
Acceleration
Investment strategies
Empirical finance
Aceleração
Estratégias de investimento
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Value
Momentum
Earnings Momentum
Acceleration
Investment strategies
Empirical finance
Aceleração
Estratégias de investimento
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description My objective throughout this paper is to provide useful insights to investors on simple ways to obtain high return focusing on Value & Momentum strategies applied to the US Market. Opposite from most existing literature, we were not able to prove the existence of both Price and Earnings Momentum. However, we see that past returns are explanatory of future for the same stock, as predicted by Moskowitz, Ooi and Pederson (2012). We observe that Value yield positive and abnormal returns, confirming past literature. Nonetheless, both strategies seem to be underperforming as they are not able to efficiently distinguish between true and false winners and losers. In order to solve this problem, I double sorted Value & Momentum using financial ratios and short-term trend indicators (acceleration indexes). For Momentum, generally, double sorting was either slightly or ineffective at all. For Value, double sorting improved returns suggesting that Price Earnings and Price to Cash-flow add complementary information to each other. After Accelerating Value & Momentum, we were able to establish the most profitable returns. However, the best possible risk-adjusted solution is the one proposed by Asness, Moskowitz & Pedersen (2013): an equal-weighted combination of returns.
publishDate 2017
dc.date.none.fl_str_mv 2017-05-16T07:28:23Z
2017-05-09
2017-05-09T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.14/22119
TID:201703351
url http://hdl.handle.net/10400.14/22119
identifier_str_mv TID:201703351
dc.language.iso.fl_str_mv eng
language eng
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.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799131875975888896