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Improving upon the efficiency of complete case analysis when covariates are MNAR

Missing values in covariates of regression models are a pervasive problem in empirical research. Popular approaches for analyzing partially observed datasets include complete case analysis (CCA), multiple imputation (MI), and inverse probability weighting (IPW). In the case of missing covariate valu...

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Detalhes bibliográficos
Main Authors: Bartlett, Jonathan W., Carpenter, James R., Tilling, Kate, Vansteelandt, Stijn
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4173105/
https://ncbi.nlm.nih.gov/pubmed/24907708
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxu023
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