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Statistical Modeling of Longitudinal Data with Non-ignorable Non-monotone Missingness with Semiparametric Bayesian and Machine Learning Components

In longitudinal studies, outcomes are measured repeatedly over time and it is common that not all the patients will be measured throughout the study. For example patients can be lost to follow-up (monotone missingness) or miss one or more visits (non-monotone missingness); hence there are missing ou...

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Detalhes bibliográficos
Publicado no:Sankhya B (2008)
Main Authors: Cao, Yu, Mukhopadhyay, Nitai D.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8209781/
https://ncbi.nlm.nih.gov/pubmed/34149235
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13571-019-00222-w
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