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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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Bibliografiske detaljer
Main Authors: Tsujitani, Masaaki, Tanaka, Yusuke, Sakon, Masato
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2012
Fag:
Online adgang: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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