%0 Journal Article %1 Latouche:2005:Biom-J:16450853 %A Latouche, A %A Porcher, R %A Chevret, S %D 2005 %J Biom J %K CompetingRisks Multi-stateModels SurvivalAnalysis bias statistics %N 6 %P 807-814 %T A note on including time-dependent covariate in regression model for competing risks data %U https://www.ncbi.nlm.nih.gov/pubmed/16450853 %V 47 %X Recently, regression analysis of the cumulative incidence function has gained interest in competing risks data analysis, through the model proposed by Fine and Gray (JASA 1999; 94: 496-509). In this note, we point out that inclusion of time-dependent covariates in this model can lead to serious bias. We illustrate the problems arising in such a context, using bone marrow transplant data as a working example and numerical simulations. Practical advices are given, preventing the misuse of this model.

@article{Latouche:2005:Biom-J:16450853, abstract = {Recently, regression analysis of the cumulative incidence function has gained interest in competing risks data analysis, through the model proposed by Fine and Gray (JASA 1999; 94: 496-509). In this note, we point out that inclusion of time-dependent covariates in this model can lead to serious bias. We illustrate the problems arising in such a context, using bone marrow transplant data as a working example and numerical simulations. Practical advices are given, preventing the misuse of this model.}, added-at = {2018-09-20T20:44:19.000+0200}, author = {Latouche, A and Porcher, R and Chevret, S}, biburl = {https://www.bibsonomy.org/bibtex/2e05c9f8ff8c29c13a0f362d3676235ca/jkd}, description = {A note on including time-dependent covariate in regression model for competing risks data. - PubMed - NCBI}, interhash = {7bd8da4e88ee0b819ad6f0ba10188b7e}, intrahash = {e05c9f8ff8c29c13a0f362d3676235ca}, journal = {Biom J}, keywords = {CompetingRisks Multi-stateModels SurvivalAnalysis bias statistics}, month = dec, number = 6, pages = {807-814}, pmid = {16450853}, timestamp = {2018-09-20T20:44:19.000+0200}, title = {A note on including time-dependent covariate in regression model for competing risks data}, url = {https://www.ncbi.nlm.nih.gov/pubmed/16450853}, volume = 47, year = 2005 }