Publication
A review of Cox' s model extensions for multiple events
| dc.contributor.author | Sousa-Ferreira, Ivo | |
| dc.contributor.author | Abreu, Ana | |
| dc.date.accessioned | 2019-10-24T09:20:26Z | |
| dc.date.available | 2019-10-24T09:20:26Z | |
| dc.date.issued | 2019 | |
| dc.description.abstract | 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. | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.citation | 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. | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.13/2576 | |
| dc.language.iso | eng | pt_PT |
| dc.publisher | IJRDO Journal | pt_PT |
| dc.subject | Extensions of Cox model | pt_PT |
| dc.subject | Cox' s model | pt_PT |
| dc.subject | Multiple events | pt_PT |
| dc.subject | Survival analysis | pt_PT |
| dc.subject | . | pt_PT |
| dc.subject | Faculdade de Ciências Exatas e da Engenharia | pt_PT |
| dc.title | A review of Cox' s model extensions for multiple events | pt_PT |
| dc.type | journal article | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 62 | pt_PT |
| oaire.citation.startPage | 47 | pt_PT |
| oaire.citation.title | IJRDO - Journal of Applied Science | pt_PT |
| oaire.citation.volume | 5(2) | pt_PT |
| person.familyName | Sousa Ferreira | |
| person.familyName | Cortesão Pais Figueira da Silva Abreu | |
| person.givenName | Ivo Miguel | |
| person.givenName | Ana Maria | |
| person.identifier.ciencia-id | 6E10-F64C-8B54 | |
| person.identifier.ciencia-id | 2013-43DF-3CB0 | |
| person.identifier.orcid | 0000-0001-5526-3594 | |
| person.identifier.orcid | 0000-0002-6155-8492 | |
| person.identifier.scopus-author-id | 57193736632 | |
| person.identifier.scopus-author-id | 55973527500 | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | article | pt_PT |
| relation.isAuthorOfPublication | 834c0886-b3ef-4b47-8393-407e96d4bd50 | |
| relation.isAuthorOfPublication | 237f47b0-8e6c-4e16-875e-cb59c862c6fb | |
| relation.isAuthorOfPublication.latestForDiscovery | 834c0886-b3ef-4b47-8393-407e96d4bd50 |
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