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Estimating adjusted risk differences by multiply‐imputing missing control binary potential outcomes following propensity score‐matching

We describe a new method to combine propensity‐score matching with regression adjustment in treatment‐control studies when outcomes are binary by multiply imputing potential outcomes under control for the matched treated subjects. This enables the estimation of clinically meaningful measures of effe...

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Detalles Bibliográficos
Autores principales: Austin, Peter C., Rubin, Donald B., Thomas, Neal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8596520/
https://www.ncbi.nlm.nih.gov/pubmed/34374106
http://dx.doi.org/10.1002/sim.9141