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An Imputation-Based Solution to Using Mismeasured Covariates in Propensity Score Analysis

Although covariate measurement error is likely the norm rather than the exception, methods for handling covariate measurement error in propensity score methods have not been widely investigated. We consider a multiple imputation-based approach that uses an external calibration sample with informatio...

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Detalhes bibliográficos
Publicado no:Stat Methods Med Res
Main Authors: Webb-Vargas, Yenny, Rudolph, Kara E., Lenis, David, Murakami, Peter, Stuart, Elizabeth A.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4668240/
https://ncbi.nlm.nih.gov/pubmed/26037527
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280215588771
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