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Cox Models With Smooth Functional Effect of Covariates Measured With Error

We propose, develop, and implement a fully Bayesian inferential approach for the Cox model when the log hazard function contains unknown smooth functions of the variables measured with error. Our approach is to model nonparametrically both the log-baseline hazard and the smooth components of the log...

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Detalhes bibliográficos
Main Authors: Cheng, Yu-Jen, Crainiceanu, Ciprian M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3148771/
https://ncbi.nlm.nih.gov/pubmed/21818167
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2009.tm08160
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