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A Fast EM Algorithm for Fitting Joint Models of a Binary Response and Multiple Longitudinal Covariates Subject to Detection Limits

Joint modeling techniques have become a popular strategy for studying the association between a response and one or more longitudinal covariates. Motivated by the GenIMS study, where it is of interest to model the event of survival using censored longitudinal biomarkers, a joint model is proposed fo...

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Detalhes bibliográficos
Publicado no:Comput Stat Data Anal
Main Authors: Bernhardt, Paul W., Zhang, Daowen, Wang, Huixia Judy
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4295570/
https://ncbi.nlm.nih.gov/pubmed/25598564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2014.11.011
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