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The proportion of missing data should not be used to guide decisions on multiple imputation

OBJECTIVES: Researchers are concerned whether multiple imputation (MI) or complete case analysis should be used when a large proportion of data are missing. We aimed to provide guidance for drawing conclusions from data with a large proportion of missingness. STUDY DESIGN AND SETTING: Via simulation...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Clin Epidemiol
Prif Awduron: Madley-Dowd, Paul, Hughes, Rachael, Tilling, Kate, Heron, Jon
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6547017/
https://ncbi.nlm.nih.gov/pubmed/30878639
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jclinepi.2019.02.016
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