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Then, the 161 deleted causes of death were imputed using the same imputation model as before.
We also develop diagnostics for checking the fit of the imputation model based on comparing imputed data to nonimputed data.
The quality of the imputed values rests on how well this imputation model has been formulated.
In order to generate the imputed data, the user must specify an imputation model.
The imputation model for this step is the conditioning model.
Checking for convergence: The imputation model must run successfully.
We included all of these variables in our imputation model.
A good imputation model depends on the success of all the individual models.
The imputation model incorporates all variables considered in the regression modelsq.
The next step in multiple imputation is specification of the imputation model.
Complete R code implementing our imputation model is provided in Additional file 1.
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