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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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Podrobná bibliografie
Vydáno v:Stat Methods Med Res
Hlavní autoři: Webb-Vargas, Yenny, Rudolph, Kara E., Lenis, David, Murakami, Peter, Stuart, Elizabeth A.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2015
Témata:
On-line přístup: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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