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Bootstrap inference for multiple imputation under uncongeniality and misspecification

Multiple imputation has become one of the most popular approaches for handling missing data in statistical analyses. Part of this success is due to Rubin’s simple combination rules. These give frequentist valid inferences when the imputation and analysis procedures are so-called congenial and the em...

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Detalhes bibliográficos
Publicado no:Stat Methods Med Res
Main Authors: Bartlett, Jonathan W, Hughes, Rachael A
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7682506/
https://ncbi.nlm.nih.gov/pubmed/32605503
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280220932189
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