plotDistributions function

plotDistributions

Plots the distribution of the original data beside the imputed data.

plotDistributions(
  miceObj,
  vars = names(miceObj$callParams$vars),
  dotsize = 0.5,
  ...
)

Arguments

• miceObj: an object of class miceDefs, created by the miceRanger function.
• vars: the variables you want to plot. Default is to plot all variables. Can be a vector of variable names, or one of 'allNumeric' or 'allCategorical'
• dotsize: Passed to geom_dotplot(). Depending on the number of graphs plotted, you may want to change the dot size for categorical variables.
• ...: additional parameters passed to ggarrange().

Returns

an object of class ggarrange.

Examples

data("sampleMiceDefs")
plotDistributions(sampleMiceDefs)