plotDiagnostics: Plot results from diagnostics collected during model fitting

In SLOPE: Sorted L1 Penalized Estimation

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")
)

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)

SLOPE documentation built on June 10, 2022, 1:05 a.m.