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Considerations for Using Multiple Imputation in Propensity Score-Weighted Analysis – A Tutorial with Applied Example

PURPOSE: Propensity score-weighting for confounder control and multiple imputation to counter missing data are both widely used methods in epidemiological research. Combination of the two is not trivial and requires a number of decisions to produce valid inference. In this tutorial, we outline the a...

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Detalles Bibliográficos
Autores principales: Eiset, Andreas Halgreen, Frydenberg, Morten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9272848/
https://www.ncbi.nlm.nih.gov/pubmed/35832574
http://dx.doi.org/10.2147/CLEP.S354733