Diagnostics for multiple imputation in Stata

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.


Issue Date:
2012
Publication Type:
Journal Article
DOI and Other Identifiers:
st0263 (Other)
PURL Identifier:
http://purl.umn.edu/229429
Published in:
Stata Journal, Volume 12, Number 3
Page range:
353-367
Total Pages:
17

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 Record created 2017-04-01, last modified 2017-08-28

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