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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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Veröffentlicht in:Stat Methods Med Res
Hauptverfasser: Webb-Vargas, Yenny, Rudolph, Kara E., Lenis, David, Murakami, Peter, Stuart, Elizabeth A.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2015
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Online Zugang: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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