Plot basis functions — draw.mgcv

Plots basis functions using ggplot2

Usage

# S3 method for class 'mgcv_smooth'
draw(
  object,
  legend = FALSE,
  use_facets = TRUE,
  labeller = NULL,
  xlab,
  ylab,
  title = NULL,
  subtitle = NULL,
  caption = NULL,
  angle = NULL,
  ...
)

Arguments

object: an object, the result of a call to basis().
legend: logical; should a legend by drawn to indicate basis functions?
use_facets: logical; for factor by smooths, use facets to show the basis functions for each level of the factor? If FALSE, a separate ggplot object will be created for each level and combined using patchwork::wrap_plots(). Currently ignored.
labeller: a labeller function with which to label facets. The default is to use ggplot2::label_both().
xlab: character or expression; the label for the x axis. If not supplied, a suitable label will be generated from object.
ylab: character or expression; the label for the y axis. If not supplied, a suitable label will be generated from object.
title: character or expression; the title for the plot. See ggplot2::labs().
subtitle: character or expression; the subtitle for the plot. See ggplot2::labs().
caption: character or expression; the plot caption. See ggplot2::labs().
angle: numeric; the angle at which the x axis tick labels are to be drawn passed to the angle argument of ggplot2::guide_axis().
...: arguments passed to other methods. Not used by this method.

Value

A ggplot2::ggplot() object.

Author

Gavin L. Simpson

Examples

load_mgcv()
df <- data_sim("eg4", n = 400, seed = 42)

bf <- basis(s(x0), data = df)
draw(bf)


bf <- basis(s(x2, by = fac, bs = "bs"), data = df)
draw(bf)