SLOPE (version 0.5.1)

plotDiagnostics: Plot results from diagnostics collected during model fitting

Description

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

Usage

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

Value

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

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.

See Also

SLOPE(), ggplot2::theme()

Examples

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