Plot results from diagnostics collected during model fitting — plotDiagnostics • SLOPE

This function plots various diagnostics collected during the model fitting resulting from a call to SLOPE() provided that diagnostics = TRUE.

plotDiagnostics(
  object,
  ind = max(object$diagnostics$penalty),
  xvar = c("time", "iteration")
)

Arguments

object: an object of class "SLOPE".
ind: either "last"
xvar: what to place on the x axis. iteration plots each iteration, time plots the wall-clock time.

Value

An object of class "ggplot", which will be plotted on the current device unless stored in a variable.

See also

SLOPE(), ggplot2::theme()

Examples

x <- SLOPE(abalone$x, abalone$y, diagnostics = TRUE)
plotDiagnostics(x)