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Survival Data Analysis with Time-Dependent Covariates Using Generalized Additive Models

We discuss a flexible method for modeling survival data using penalized smoothing splines when the values of covariates change for the duration of the study. The Cox proportional hazards model has been widely used for the analysis of treatment and prognostic effects with censored survival data. Howe...

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Detalhes bibliográficos
Main Authors: Tsujitani, Masaaki, Tanaka, Yusuke, Sakon, Masato
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3321736/
https://ncbi.nlm.nih.gov/pubmed/22545065
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2012/986176
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