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. Copyright 2012 by StataCorp LP.

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Year of publication:	2012
Authors:	Eddings, Wesley ; Marchenko, Yulia
Published in:	Stata Journal. - StataCorp LP. - Vol. 12.2012, 3, p. 353-367
Publisher:	StataCorp LP
Subject:	midiagplots \| multiple imputation \| diagnostics \| model checking \| imputed values \| missing data \| missing at random

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Type of publication:	Article
Notes:	to access software from within Stata, net describe http://www.stata-journal.com/software/sj12-3/st0263/
Source:	RePEc - Research Papers in Economics

Persistent link: https://ebvufind01.dmz1.zbw.eu/10010631452