Pairs-trading in the stoxx600
Autor(a) principal: | |
---|---|
Data de Publicação: | 2022 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
Texto Completo: | http://hdl.handle.net/10773/36889 |
Resumo: | This work applies the Pairs-Trading strategy in the European context, namely to the stoxx600 index. This was conducted with daily data over 22 years between 1998 and 2020. The strategy can deliver an average compounded annualized return of 3.62% when the pairs are found by using the prices on the 24-months prior to be traded in the following 6-months. However, it was shown that strategy returns can increase to 5.56% if only 18-months of prices data are used, and the pairs are revaluated at every 3-months. This compares with the 2.44% return on the index for the same period. This study corroborates the argument that the strategy still provides consistent positive returns and increased performance over turbulent periods. It is exposed the importance of trading rules for when the trading period ends. |
id |
RCAP_cc1c6ec40b79bddd32e5cd63f8d43218 |
---|---|
oai_identifier_str |
oai:ria.ua.pt:10773/36889 |
network_acronym_str |
RCAP |
network_name_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
repository_id_str |
https://opendoar.ac.uk/repository/7160 |
spelling |
Pairs-trading in the stoxx600Pairs-TradingStoxx600Market efficiencyStatistical arbitrageThis work applies the Pairs-Trading strategy in the European context, namely to the stoxx600 index. This was conducted with daily data over 22 years between 1998 and 2020. The strategy can deliver an average compounded annualized return of 3.62% when the pairs are found by using the prices on the 24-months prior to be traded in the following 6-months. However, it was shown that strategy returns can increase to 5.56% if only 18-months of prices data are used, and the pairs are revaluated at every 3-months. This compares with the 2.44% return on the index for the same period. This study corroborates the argument that the strategy still provides consistent positive returns and increased performance over turbulent periods. It is exposed the importance of trading rules for when the trading period ends.Esta investigação aplica a estratégia de Pairs-Trading no contexto Europeu, nomeadamente ao índice stoxx600. O mesmo foi realizado com dados diários ao longo de 22 anos entre 1998 e 2020. A estratégia pode gerar um retorno médio anualizado de 3,62% quando os pares são encontrados usando os preços dos 24 meses anteriores à negociação que ocorrerá nos 6 meses seguintes. No entanto, foi demonstrado que os retornos da estratégia podem aumentar para 5,56% se forem usados apenas 18 meses dos preços diários, e se os pares forem reavaliados a cada 3 meses. Isto compara-se ao retorno de 2,44% do índice para o mesmo período. Este estudo corrobora o argumento de que a estratégia ainda oferece retornos positivos consistentes com um aumento do seu desempenho em períodos turbulentos. É revelada a importância das regras de negociação para quando o período de negociação termina.2024-07-22T00:00:00Z2022-07-18T00:00:00Z2022-07-18info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/36889engFartaria, Rafael do Rosárioinfo:eu-repo/semantics/embargoedAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-06T04:43:55Zoai:ria.ua.pt:10773/36889Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:18:14.891367Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse |
dc.title.none.fl_str_mv |
Pairs-trading in the stoxx600 |
title |
Pairs-trading in the stoxx600 |
spellingShingle |
Pairs-trading in the stoxx600 Fartaria, Rafael do Rosário Pairs-Trading Stoxx600 Market efficiency Statistical arbitrage |
title_short |
Pairs-trading in the stoxx600 |
title_full |
Pairs-trading in the stoxx600 |
title_fullStr |
Pairs-trading in the stoxx600 |
title_full_unstemmed |
Pairs-trading in the stoxx600 |
title_sort |
Pairs-trading in the stoxx600 |
author |
Fartaria, Rafael do Rosário |
author_facet |
Fartaria, Rafael do Rosário |
author_role |
author |
dc.contributor.author.fl_str_mv |
Fartaria, Rafael do Rosário |
dc.subject.por.fl_str_mv |
Pairs-Trading Stoxx600 Market efficiency Statistical arbitrage |
topic |
Pairs-Trading Stoxx600 Market efficiency Statistical arbitrage |
description |
This work applies the Pairs-Trading strategy in the European context, namely to the stoxx600 index. This was conducted with daily data over 22 years between 1998 and 2020. The strategy can deliver an average compounded annualized return of 3.62% when the pairs are found by using the prices on the 24-months prior to be traded in the following 6-months. However, it was shown that strategy returns can increase to 5.56% if only 18-months of prices data are used, and the pairs are revaluated at every 3-months. This compares with the 2.44% return on the index for the same period. This study corroborates the argument that the strategy still provides consistent positive returns and increased performance over turbulent periods. It is exposed the importance of trading rules for when the trading period ends. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-07-18T00:00:00Z 2022-07-18 2024-07-22T00:00:00Z |
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/10773/36889 |
url |
http://hdl.handle.net/10773/36889 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
eu_rights_str_mv |
embargoedAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.source.none.fl_str_mv |
reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia instacron:RCAAP |
instname_str |
FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
collection |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) |
repository.name.fl_str_mv |
Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia |
repository.mail.fl_str_mv |
info@rcaap.pt |
_version_ |
1833594484643856384 |