Draw a lineup of standard residual plots — AUTO_VI$plot

This function draws a lineup of standard residual plots consisting of a true residual plot and several null residual plots.

Usage

AUTO_VI$plot_lineup(
  lineup_size = 20L,
  data = self$get_fitted_and_resid(),
  null_method = self$null_method,
  theme = ggplot2::theme_light(),
  alpha = 1,
  size = 0.5,
  stroke = 0.5,
  remove_axis = TRUE,
  remove_legend = TRUE,
  remove_grid_line = TRUE,
  add_zero_line = TRUE,
  remove_facet_label = FALSE,
  display_answer = TRUE
)

Arguments

lineup_size: Numeric. Number of plots in a lineup.
data: Data frame. A data frame containing variables .resid and .fitted. See also AUTO_VI$get_fitted_and_resid().
null_method: Function. A function that takes a fitted model as input, and outputs a data frame containing variables .resid and .fitted. See also AUTO_VI$null_method().
theme: ggtheme. A ggplot theme object. See also ggplot2::theme_light().
alpha: Numeric. Alpha of dot. Value between 0 and 1.
size: Numeric. Size of dot. Value between 0 and 1.
stroke: Numeric. Stroke of dot. Value between 0 and 1.
remove_axis: Boolean. Whether or not to remove the axis.
remove_legend: Boolean. Whether or not to remove the legend.
remove_grid_line: Boolean. Whether or not to remove the grid lines.
add_zero_line: Boolean. Whether or not to add a zero horizontal line.
remove_facet_label: Boolean. Whether or not to remove facet labels.
display_answer: Boolean. Whether or not to display the answer in title.

Value

A ggplot.

Examples


my_vi <- auto_vi(fitted_model = lm(speed ~ dist, data = cars))
my_vi$plot_lineup()