Momentum and contrarian strategies in the Portuguese stock market

Detalhes bibliográficos
Autor(a) principal: Pereira, Pedro Filipe Silveira Inácio Rodrigues
Data de Publicação: 2009
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/1823
Resumo: This thesis studies whether momentum and contrarian strategies are profitable on the Portuguese stock market and whether it is possible to obtain higher returns based on past performance trends. The time period analyzed is 1997-2008. The momentum strategy is based on the under-reaction hypothesis. This suggests that stocks that have had the best (worst) results in the recent past will continue to have better (worse) results in the near future, and therefore a trading strategy that buys winner stocks and sells the losers would provide significant abnormal returns. On the other hand, the contrarian strategy is based on the overreaction hypothesis which assumes the opposite behaviour from stock returns, and hence recommends buying losers and selling winners. Short term strategies show momentum profitability, thus supporting the under-reaction hypothesis. For longer periods, contrarian profitability (and overreaction) is also considerable but not so evident. An “innovative” investment strategy was developed that provides much higher returns than momentum and contrarian strategies. It is based on two upward past trends: if the past returns for the two defined periods preceding the holding period were equal or higher than the percentages defined, this stock is bought; otherwise, a safer investment such as a deposit with a risk-free rate is preferable. Results are not statistically significant but are economically relevant. Finally, results are robust to changes in the time-period, number of stocks included in the portfolios and after considering transaction and custody costs.
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spelling Momentum and contrarian strategies in the Portuguese stock marketMomentum strategyContrarian strategyAsset PricingMarket anomaliesThis thesis studies whether momentum and contrarian strategies are profitable on the Portuguese stock market and whether it is possible to obtain higher returns based on past performance trends. The time period analyzed is 1997-2008. The momentum strategy is based on the under-reaction hypothesis. This suggests that stocks that have had the best (worst) results in the recent past will continue to have better (worse) results in the near future, and therefore a trading strategy that buys winner stocks and sells the losers would provide significant abnormal returns. On the other hand, the contrarian strategy is based on the overreaction hypothesis which assumes the opposite behaviour from stock returns, and hence recommends buying losers and selling winners. Short term strategies show momentum profitability, thus supporting the under-reaction hypothesis. For longer periods, contrarian profitability (and overreaction) is also considerable but not so evident. An “innovative” investment strategy was developed that provides much higher returns than momentum and contrarian strategies. It is based on two upward past trends: if the past returns for the two defined periods preceding the holding period were equal or higher than the percentages defined, this stock is bought; otherwise, a safer investment such as a deposit with a risk-free rate is preferable. Results are not statistically significant but are economically relevant. Finally, results are robust to changes in the time-period, number of stocks included in the portfolios and after considering transaction and custody costs.Esta dissertação analisa a rendibilidade das estratégias momentum e contrarian na bolsa portuguesa (PSI) no período de 1997 a 2008. Estuda também a possibilidade de obter rendibilidades superiores extrapolando rendibilidades passadas. A estratégia momentum é baseada na hipótese da sub-reacção. Isto sugere que as acções que tenham tido melhores (piores) resultados num passado recente continuarão a ter melhores (piores) resultados num futuro próximo e, portanto, uma estratégia de investimento que compra acções vencedoras e vende as perdedoras, permitirão alcançar rendibilidades superiores. Por outro lado, a estratégia contrarian baseia-se na hipótese de sobre-reacção que assume o comportamento oposto da rendibilidade das acções e, consequentemente, recomenda a compra das perdedoras e a venda das vencedoras. As estratégias de curto prazo demonstram a rentabilidade das estratégias momentum, apoiando a hipótese da sub-reacção. Os resultados obtidos para períodos longos evidenciam uma rentabilidade considerável das estratégias contrarian (e da sobre-reacção), mas não tão evidente. Uma estratégia “inovadora” foi desenvolvida, permitindo auferir lucros consideravelmente superiores aos obtidos com as estratégias momentum e contrarian. Esta pressupõe duas condições: caso as rendibilidades passadas nos dois períodos definidos precedendo o período de investimento forem iguais ou superiores às percentagens definidas, a acção é comprada, caso contrário, investimentos mais seguros são preferíveis, tais como, os depósitos (taxa de juro sem risco). Os resultados não são estatisticamente significativos mas são economicamente relevantes. Finalmente, os resultados são consistentes às alterações nos períodos de tempo, ao número de acções incluídas nos portfolios, e depois de considerados os custos de transacção e de custódia.2010-05-19T14:22:44Z2010-01-01T00:00:00Z20102009-12info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/octet-streamhttp://hdl.handle.net/10071/1823engPereira, Pedro Filipe Silveira Inácio Rodriguesinfo: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:RCAAP2023-11-09T17:57:03Zoai:repositorio.iscte-iul.pt:10071/1823Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:29:23.805581Repositório 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 Momentum and contrarian strategies in the Portuguese stock market
title Momentum and contrarian strategies in the Portuguese stock market
spellingShingle Momentum and contrarian strategies in the Portuguese stock market
Pereira, Pedro Filipe Silveira Inácio Rodrigues
Momentum strategy
Contrarian strategy
Asset Pricing
Market anomalies
title_short Momentum and contrarian strategies in the Portuguese stock market
title_full Momentum and contrarian strategies in the Portuguese stock market
title_fullStr Momentum and contrarian strategies in the Portuguese stock market
title_full_unstemmed Momentum and contrarian strategies in the Portuguese stock market
title_sort Momentum and contrarian strategies in the Portuguese stock market
author Pereira, Pedro Filipe Silveira Inácio Rodrigues
author_facet Pereira, Pedro Filipe Silveira Inácio Rodrigues
author_role author
dc.contributor.author.fl_str_mv Pereira, Pedro Filipe Silveira Inácio Rodrigues
dc.subject.por.fl_str_mv Momentum strategy
Contrarian strategy
Asset Pricing
Market anomalies
topic Momentum strategy
Contrarian strategy
Asset Pricing
Market anomalies
description This thesis studies whether momentum and contrarian strategies are profitable on the Portuguese stock market and whether it is possible to obtain higher returns based on past performance trends. The time period analyzed is 1997-2008. The momentum strategy is based on the under-reaction hypothesis. This suggests that stocks that have had the best (worst) results in the recent past will continue to have better (worse) results in the near future, and therefore a trading strategy that buys winner stocks and sells the losers would provide significant abnormal returns. On the other hand, the contrarian strategy is based on the overreaction hypothesis which assumes the opposite behaviour from stock returns, and hence recommends buying losers and selling winners. Short term strategies show momentum profitability, thus supporting the under-reaction hypothesis. For longer periods, contrarian profitability (and overreaction) is also considerable but not so evident. An “innovative” investment strategy was developed that provides much higher returns than momentum and contrarian strategies. It is based on two upward past trends: if the past returns for the two defined periods preceding the holding period were equal or higher than the percentages defined, this stock is bought; otherwise, a safer investment such as a deposit with a risk-free rate is preferable. Results are not statistically significant but are economically relevant. Finally, results are robust to changes in the time-period, number of stocks included in the portfolios and after considering transaction and custody costs.
publishDate 2009
dc.date.none.fl_str_mv 2009-12
2010-05-19T14:22:44Z
2010-01-01T00:00:00Z
2010
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