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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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Bibliografische gegevens
Gepubliceerd in:Stat Methods Med Res
Hoofdauteurs: Webb-Vargas, Yenny, Rudolph, Kara E., Lenis, David, Murakami, Peter, Stuart, Elizabeth A.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2015
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Online toegang: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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