Propensity score analysis with partially observed covariates: How should multiple imputation be used?

Inverse probability of treatment weighting is a popular propensity score-based approach to estimate marginal treatment effects in observational studies at risk of confounding bias. A major issue when estimating the propensity score is the presence of partially observed covariates. Multiple imputatio...

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Detalles Bibliográficos
Autores principales: Leyrat, Clémence, Seaman, Shaun R, White, Ian R, Douglas, Ian, Smeeth, Liam, Kim, Joseph, Resche-Rigon, Matthieu, Carpenter, James R, Williamson, Elizabeth J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313366/
https://www.ncbi.nlm.nih.gov/pubmed/28573919
http://dx.doi.org/10.1177/0962280217713032

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313366/
https://www.ncbi.nlm.nih.gov/pubmed/28573919
http://dx.doi.org/10.1177/0962280217713032

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