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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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Detalles Bibliográficos
Autores principales: Bartlett, Jonathan W, Hughes, Rachael A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7682506/
https://www.ncbi.nlm.nih.gov/pubmed/32605503
http://dx.doi.org/10.1177/0962280220932189