Plot the \(\epsilon\)-telescope coefficient paths

This function plots the standardized coefficient values with respect to the \(\epsilon\)-telescope for the location (and dispersion) components.

Usage

plot_paths(
  obj,
  log_scale_x = TRUE,
  log_scale_x_pretty = TRUE,
  facet_scales = "fixed"
)

Arguments

obj

An object of class “smoothic” which is the result of a call to smoothic.

log_scale_x

Default is log_scale_x = TRUE, which uses a log scale on the x-axis. If log_scale_x = FALSE, then the raw values of the \(\epsilon\)-telescope are plotted.

log_scale_x_pretty

Default is log_scale_x_pretty = TRUE, where the x-axis labels are “pretty”. epsilon_1 and epsilon_T must be a number to the power of 10 for this to apply.

facet_scales

Default is facet_scales = "fixed". This is supplied to facet_wrap.

Value

A plot of the standardized coefficient values through the \(\epsilon\)-telescope.

Author

Meadhbh O'Neill

Examples

# Sniffer Data --------------------
# MPR Model ----
results <- smoothic(
  formula = y ~ .,
  data = sniffer,
  family = "normal",
  model = "mpr"
)
plot_paths(results)