Finding simple strategies for high returns
Autor(a) principal: | |
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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. |
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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 |
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1799131875975888896 |