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A comparison of regression calibration, moment reconstruction and imputation for adjusting for covariate measurement error in regression

Regression calibration (RC) is a popular method for estimating regression coefficients when one or more continuous explanatory variables, X, are measured with an error. In this method, the mismeasured covariate, W, is substituted by the expectation E(X|W), based on the assumption that the error in t...

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Main Authors: Freedman, Laurence S., Midthune, Douglas, Carroll, Raymond J., Kipnis, Victor
格式: Artigo
語言:Inglês
出版: 2008
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC2676235/
https://ncbi.nlm.nih.gov/pubmed/18680172
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.3361
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