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st: subject-specific imputation with ICE

From   Dan MacNulty <>
Subject   st: subject-specific imputation with ICE
Date   Wed, 11 Oct 2006 12:54:47 -0700

I have two questions with respect to imputation and the program ICE. In situations where data are subject-specific, e.g. clustered within patient_ID, is it recommended that one impute within each subject or is it sufficient to impute across the entire dataset? If the former, can ICE be implemented to impute missing values within each subject, and if so, how?

Dan MacNulty
University of Minnesota
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