Diagnostics for multiple imputation in Stata
Abstract. Our new command midiagplots makes diagnostic plots for multiple
imputations created by mi impute. The plots compare the distribution of
the imputed values with that of the observed values so that problems with the
imputation model can be corrected before the imputed data are analyzed. We
include an example and suggest extensions to other diagnostics.
View all articles by these authors:
Wesley Eddings, Yulia Marchenko
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midiagplots, multiple imputation, diagnostics, model checking, imputed values, missing data, missing at random
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