idmTPreg: Regression Model for Progressive Illness Death Data

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dc.contributor.affiliationUniversidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimizacióngl
dc.contributor.authorAzarang, Leyla
dc.contributor.authorOviedo de la Fuente, Manuel
dc.date.accessioned2019-03-16T12:15:21Z
dc.date.available2019-03-16T12:15:21Z
dc.date.issued2018
dc.description.abstractThis paper describes the implementation of a flexible method in R for fitting a regression model to possibly non-Markov progressive illness-death data. The idmTPreg package offers the user the opportunity to estimate possibly time-varying effect of covariates on the transition probabilities for the progressive illness-death model. We have explained the use of the idmTPreg package by applying the method to a colon cancer dataset. The results in this paper were obtained using R 3.4.2. In a future version of the package, we plan to implement a similar method to estimate coefficients on net survivals for a progressive illness-death in a relative survival settinggl
dc.description.peerreviewedSIgl
dc.description.sponsorshipThis work was supported by funding from the European Community’s Seventh Framework Programme FP7/2011: Marie Curie Initial Training Network MEDIASRES (“Novel Statistical Methodology for Diagnostic/Prognostic and Therapeutic Studies and Systematic Reviews”; www.mediasres-itn.eu) with the Grant Agreement Number 290025, by the Basque Government through the BERC 2014-2017 program, by Spanish Ministry of Economy and Competitiveness MINECO: BCAM Severo Ochoa excellence accreditation SEV-2013-0323, Grant MTM2016-76969-P and European Regional Development Fund (ERDF). The second author acknowledges financial support from Ministerio de Economía y Competitividad Grant MTM2016-76969-P and European Regional Development Fund (ERDF)gl
dc.identifier.citationAzarang, L. & Oviedo de la Fuente, M. (2018). idmTPreg: Regression Model for Progressive Illness Death Data. The R Journal, 10:2, pp. 317-325gl
dc.identifier.issn2073-4859
dc.identifier.urihttp://hdl.handle.net/10347/18402
dc.language.isoenggl
dc.publisherThe R Foundationgl
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/FP7/290025
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2016-76969-P/ES
dc.relation.publisherversionhttps://journal.r-project.org/archive/2018/RJ-2018-081/index.htmlgl
dc.rightsThis article and supplementary materials are licensed under a Creative Commons Attribution 4.0 International licensegl
dc.rightsAtribución 4.0 Internacional
dc.rights.accessRightsopen accessgl
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.titleidmTPreg: Regression Model for Progressive Illness Death Datagl
dc.typejournal articlegl
dc.type.hasVersionVoRgl
dspace.entity.typePublication

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