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Combining multiple imputation and meta-analysis with individual participant data

Multiple imputation is a strategy for the analysis of incomplete data such that the impact of the missingness on the power and bias of estimates is mitigated. When data from multiple studies are collated, we can propose both within-study and multilevel imputation models to impute missing data on cov...

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Bibliografske podrobnosti
Main Authors: Burgess, Stephen, White, Ian R, Resche-Rigon, Matthieu, Wood, Angela M
Format: Artigo
Jezik:Inglês
Izdano: John Wiley & Sons Ltd 2013
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3963448/
https://ncbi.nlm.nih.gov/pubmed/23703895
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5844
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