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The prediction accuracy of dynamic mixed-effects models in clustered data

BACKGROUND: Clinical prediction models often fail to generalize in the context of clustered data, because most models fail to account for heterogeneity in outcome values and covariate effects across clusters. Furthermore, standard approaches for modeling clustered data, including generalized linear...

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Detalles Bibliográficos
Autores principales: Finkelman, Brian S., French, Benjamin, Kimmel, Stephen E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728760/
https://www.ncbi.nlm.nih.gov/pubmed/26819631
http://dx.doi.org/10.1186/s13040-016-0084-6