plot_paths: Plot the epsilon-telescope coefficient paths

In smoothic: Variable Selection Using a Smooth Information Criterion

Plot the \epsilon-telescope coefficient paths

Description

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(s)

Meadhbh O'Neill

Examples

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

smoothic documentation built on Aug. 22, 2023, 5:07 p.m.