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Substantive model compatible multilevel multiple imputation: A joint modeling approach

BACKGROUND: Substantive model compatible multiple imputation (SMC‐MI) is a relatively novel imputation method that is particularly useful when the analyst's model includes interactions, non‐linearities, and/or partially observed random slope variables. METHODS: Here we thoroughly investigate a...

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Detalles Bibliográficos
Autores principales: Quartagno, Matteo, Carpenter, James R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9804749/
https://www.ncbi.nlm.nih.gov/pubmed/35959539
http://dx.doi.org/10.1002/sim.9549