imputation_plot: imputation_plot
In njtierney/neato: Various Useful Functions That I Repeatedly Use

Description Usage Arguments Details Value Examples

imputation_plot graphically compare values across imputations

1	imputation_plot(mice.object, vars, include.data)

`mice.object`	is an object of class 'mids'
`vars`	a vector of variables as character
`include.data`	logical: Do you want to include the original data?

This code takes an object fitted with the 'mice' package and plots a density of each of the specified variables. Currently the variables have to be specified but in the future they might not be

a density plot from the ggplot2 package

   imp <- mice(nhanes)
   plot1 <- imputation_plot(mice.object = imp,
                            vars = c("age", "bmi"),
                            include.data = F)

   # show the density
   plot1