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A Comparison of Multiple Imputation and Fully Augmented Weighted Estimators for Cox Regression with Missing Covariates

Several approaches exist for handling missing covariates in the Cox proportional hazards model. The multiple imputation (MI) is relatively easy to implement with various software available and results in consistent estimates if the imputation model is correct. On the other hand, the fully augmented...

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Bibliografiske detaljer
Main Authors: Qi, Lihong, Wang, Ying-Fang, He, Yulei
Format: Artigo
Sprog:Inglês
Udgivet: 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4022355/
https://ncbi.nlm.nih.gov/pubmed/20806403
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4016
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