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Multiple imputation methods for handling incomplete longitudinal and clustered data where the target analysis is a linear mixed effects model

Multiple imputation (MI) is increasingly popular for handling multivariate missing data. Two general approaches are available in standard computer packages: MI based on the posterior distribution of incomplete variables under a multivariate (joint) model, and fully conditional specification (FCS), w...

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Bibliografiske detaljer
Udgivet i:Biom J
Main Authors: Huque, Md Hamidul, Moreno-Betancur, Margarita, Quartagno, Matteo, Simpson, Julie A., Carlin, John B., Lee, Katherine J.
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614826/
https://ncbi.nlm.nih.gov/pubmed/31919921
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/bimj.201900051
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