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From | James Bernard <jamesstatalist@gmail.com> |
To | statalist@hsphsun2.harvard.edu |
Subject | st: Imputation vs substitution with mean |
Date | Fri, 18 Oct 2013 13:38:09 +0800 |
Hi All, I have a longitudinal dataset with a dependent variable of count type. Mu independent variable are of continuous and categorical type. My independent variables have many missing values. I want to substitute the missing values. One way is to go through what I found out to be "imputation". I heard that an easier approach is substituting the values with group mean/population mean. Is this very different form imputation done by -mi-command in Stata? Thanks in advance, James * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/faqs/resources/statalist-faq/ * http://www.ats.ucla.edu/stat/stata/