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Reference effect measures for quantifying, comparing and visualizing variation from random and fixed effects in non-normal multilevel models, with applications to site variation in medical procedure use and outcomes

BACKGROUND: Multilevel models for non-normal outcomes are widely used in medical and health sciences research. While methods for interpreting fixed effects are well-developed, methods to quantify and interpret random cluster variation and compare it with other sources of variation are less establish...

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Detalles Bibliográficos
Autores principales: Glorioso, Thomas J., Grunwald, Gary K., Ho, P. Michael, Maddox, Thomas M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6035479/
https://www.ncbi.nlm.nih.gov/pubmed/29980180
http://dx.doi.org/10.1186/s12874-018-0517-7