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Joint modelling rationale for chained equations

BACKGROUND: Chained equations imputation is widely used in medical research. It uses a set of conditional models, so is more flexible than joint modelling imputation for the imputation of different types of variables (e.g. binary, ordinal or unordered categorical). However, chained equations imputat...

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Detalles Bibliográficos
Autores principales: Hughes, Rachael A, White, Ian R, Seaman, Shaun R, Carpenter, James R, Tilling, Kate, Sterne, Jonathan AC
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3936896/
https://www.ncbi.nlm.nih.gov/pubmed/24559129
http://dx.doi.org/10.1186/1471-2288-14-28