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Multiple imputation using linked proxy outcome data resulted in important bias reduction and efficiency gains: a simulation study

BACKGROUND: When an outcome variable is missing not at random (MNAR: probability of missingness depends on outcome values), estimates of the effect of an exposure on this outcome are often biased. We investigated the extent of this bias and examined whether the bias can be reduced through incorporat...

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Veröffentlicht in:Emerg Themes Epidemiol
Hauptverfasser: Cornish, R. P., Macleod, J., Carpenter, J. R., Tilling, K.
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2017
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5735815/
https://ncbi.nlm.nih.gov/pubmed/29270206
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12982-017-0068-0
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