Plot the predictor matrix of an imputation model

Plot the predictor matrix of an imputation model

Usage

plot_pred(
  data,
  vrb = "all",
  method = NULL,
  label = TRUE,
  square = TRUE,
  rotate = FALSE
)

Arguments

data

A predictor matrix for mice, typically generated with mice::make.predictorMatrix or mice::quickpred.

vrb

String, vector, or unquoted expression with variable name(s), default is "all".

method

Character string or vector with imputation methods.

label

Logical indicating whether predictor matrix values should be displayed.

square

Logical indicating whether the plot tiles should be squares.

rotate

Logical indicating whether the variable name labels should be rotated 90 degrees.

Value

An object of class ggplot2::ggplot.

Examples

pred <- mice::quickpred(mice::nhanes)
plot_pred(pred)