The Stata Journal Promoting communications on statistics and Stata · 2012 · 115 citations · 8 references
Public HealthBiostatisticsStatisticsData AnalysisMissing Data ComputationMissing Data HandlingMissing Data ImputationMissing Data MethodsStatistical GraphicsData ImputationImputation Model SpecificationMaximum Likelihood ImputationMissing Data AnalysisMissing Data DiagnosticsMissing Value ImputationMultiple ImputationMultiple Imputation Diagnostics
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.
8