A review of Cox' s model extensions for multiple events
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10400.13/2576 |
Resumo: | In longitudinal studies, it is usual that a given subject can experience several failures. To analyse multiple failure-time data, we reviewed some extensions of Cox's regression model, which were proposed by: Prentice, Williams and Peterson (PWP); Andersen and Gill (AG); Wei, Lin e Weissfeld (WLW); and Lee, Wei and Amato (LWA). Our main goal is to underline the differences between these extensions, through a brief but careful description, providing also some guidance on how to choose the proper model for each situation. The guidelines presented in this work revealed to be a useful pointer to easily choose the most suitable model. Secondarily, we used the survsim and the survival R packages to illustrate the practical implementation of these models. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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7160 |
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A review of Cox' s model extensions for multiple eventsExtensions of Cox modelCox' s modelMultiple eventsSurvival analysis.Faculdade de Ciências Exatas e da EngenhariaIn longitudinal studies, it is usual that a given subject can experience several failures. To analyse multiple failure-time data, we reviewed some extensions of Cox's regression model, which were proposed by: Prentice, Williams and Peterson (PWP); Andersen and Gill (AG); Wei, Lin e Weissfeld (WLW); and Lee, Wei and Amato (LWA). Our main goal is to underline the differences between these extensions, through a brief but careful description, providing also some guidance on how to choose the proper model for each situation. The guidelines presented in this work revealed to be a useful pointer to easily choose the most suitable model. Secondarily, we used the survsim and the survival R packages to illustrate the practical implementation of these models.IJRDO JournalDigitUMaSousa-Ferreira, IvoAbreu, Ana2019-10-24T09:20:26Z2019-01-01T00:00:00Z2019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.13/2576engSousa-Ferreira, I., Abreu, A. M. (2019). A review of Cox's model extensions for multiple events. IJRDO - Journal of Applied Science, 5(2), 47-62.info: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:RCAAP2022-09-05T12:55:23Zoai:digituma.uma.pt:10400.13/2576Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:05:21.697555Repositório 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 |
A review of Cox' s model extensions for multiple events |
title |
A review of Cox' s model extensions for multiple events |
spellingShingle |
A review of Cox' s model extensions for multiple events Sousa-Ferreira, Ivo Extensions of Cox model Cox' s model Multiple events Survival analysis . Faculdade de Ciências Exatas e da Engenharia |
title_short |
A review of Cox' s model extensions for multiple events |
title_full |
A review of Cox' s model extensions for multiple events |
title_fullStr |
A review of Cox' s model extensions for multiple events |
title_full_unstemmed |
A review of Cox' s model extensions for multiple events |
title_sort |
A review of Cox' s model extensions for multiple events |
author |
Sousa-Ferreira, Ivo |
author_facet |
Sousa-Ferreira, Ivo Abreu, Ana |
author_role |
author |
author2 |
Abreu, Ana |
author2_role |
author |
dc.contributor.none.fl_str_mv |
DigitUMa |
dc.contributor.author.fl_str_mv |
Sousa-Ferreira, Ivo Abreu, Ana |
dc.subject.por.fl_str_mv |
Extensions of Cox model Cox' s model Multiple events Survival analysis . Faculdade de Ciências Exatas e da Engenharia |
topic |
Extensions of Cox model Cox' s model Multiple events Survival analysis . Faculdade de Ciências Exatas e da Engenharia |
description |
In longitudinal studies, it is usual that a given subject can experience several failures. To analyse multiple failure-time data, we reviewed some extensions of Cox's regression model, which were proposed by: Prentice, Williams and Peterson (PWP); Andersen and Gill (AG); Wei, Lin e Weissfeld (WLW); and Lee, Wei and Amato (LWA). Our main goal is to underline the differences between these extensions, through a brief but careful description, providing also some guidance on how to choose the proper model for each situation. The guidelines presented in this work revealed to be a useful pointer to easily choose the most suitable model. Secondarily, we used the survsim and the survival R packages to illustrate the practical implementation of these models. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-10-24T09:20:26Z 2019-01-01T00:00:00Z 2019-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10400.13/2576 |
url |
http://hdl.handle.net/10400.13/2576 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Sousa-Ferreira, I., Abreu, A. M. (2019). A review of Cox's model extensions for multiple events. IJRDO - Journal of Applied Science, 5(2), 47-62. |
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.publisher.none.fl_str_mv |
IJRDO Journal |
publisher.none.fl_str_mv |
IJRDO Journal |
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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1799129925166301184 |