plotDistributions: plotDistributions

In miceRanger: Multiple Imputation by Chained Equations with Random Forests

Description

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

Usage

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().

Value

an object of class ggarrange.

Examples

data("sampleMiceDefs")
plotDistributions(sampleMiceDefs)

miceRanger documentation built on Sept. 6, 2021, 5:07 p.m.