ggplot2-based stability plot — plot_stability

Produces a ggplot2 bar chart for either the coefficient variance or the selection frequency of each predictor term, ordered from lowest to highest value.

Usage

plot_stability_gg(diag_obj, type = c("coefficient", "selection"))

Arguments

diag_obj: A "reprostat" object returned by run_diagnostics.
type: One of "coefficient" (default) or "selection".

Value

A ggplot object.

Examples

# \donttest{
if (requireNamespace("ggplot2", quietly = TRUE)) {
  d <- run_diagnostics(mpg ~ wt + hp, mtcars, B = 50)
  plot_stability_gg(d, "coefficient")
  plot_stability_gg(d, "selection")
}

# }