| dc.contributor.author | Azarang, Leyla |
| dc.contributor.author | Oviedo de la Fuente, Manuel |
| dc.date.accessioned | 2019-03-16T12:15:21Z |
| dc.date.available | 2019-03-16T12:15:21Z |
| dc.date.issued | 2018 |
| dc.identifier.citation | Azarang, L. & Oviedo de la Fuente, M. (2018). idmTPreg: Regression Model for Progressive Illness Death Data. The R Journal, 10:2, pp. 317-325 |
| dc.identifier.issn | 2073-4859 |
| dc.identifier.uri | http://hdl.handle.net/10347/18402 |
| dc.description.abstract | This 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 setting |
| dc.description.sponsorship | This 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) |
| dc.language.iso | eng |
| dc.publisher | The R Foundation |
| dc.relation | info:eu-repo/grantAgreement/EC/FP7/290025 |
| dc.relation | info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/MTM2016-76969-P/ES |
| dc.rights | This article and supplementary materials are licensed under a Creative Commons Attribution 4.0 International license |
| dc.rights | Atribución 4.0 Internacional |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ |
| dc.title | idmTPreg: Regression Model for Progressive Illness Death Data |
| dc.type | info:eu-repo/semantics/article |
| dc.relation.publisherversion | https://journal.r-project.org/archive/2018/RJ-2018-081/index.html |
| dc.type.version | info:eu-repo/semantics/publishedVersion |
| dc.rights.accessrights | info:eu-repo/semantics/openAccess |
| dc.contributor.affiliation | Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización |
| dc.description.peerreviewed | SI |
