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Bayesian imputation of time-varying covariates in linear mixed models

Studies involving large observational datasets commonly face the challenge of dealing with multiple missing values. The most popular approach to overcome this challenge, multiple imputation using chained equations, however, has been shown to be sub-optimal in complex settings, specifically in settin...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Stat Methods Med Res
Prif Awduron: Erler, Nicole S, Rizopoulos, Dimitris, Jaddoe, Vincent WV, Franco, Oscar H, Lesaffre, Emmanuel MEH
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: SAGE Publications 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6344996/
https://ncbi.nlm.nih.gov/pubmed/29069967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280217730851
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