Autoplot for tariff class objects

autoplot() method for objects created by construct_tariff_classes(). Produces a ggplot2::ggplot() of the fitted GAM together with the constructed tariff class splits. Optionally, confidence intervals and observed data points can be added.

Usage

# S3 method for class 'constructtariffclasses'
autoplot(
  object,
  conf_int = FALSE,
  color_gam = "steelblue",
  show_observations = FALSE,
  color_splits = "grey50",
  size_points = 1,
  color_points = "black",
  rotate_labels = FALSE,
  remove_outliers = NULL,
  ...
)

Arguments

object

An object of class "constructtariffclasses", produced by construct_tariff_classes().

conf_int

Logical, whether to plot 95% confidence intervals. Default = FALSE.

color_gam

Color of the fitted GAM line. Default = "steelblue".

show_observations

Logical, whether to add observed data points for each level of the risk factor. Default = FALSE.

color_splits

Color of the vertical split lines. Default = "grey50".

size_points

Numeric, size of points if show_observations = TRUE. Default = 1.

color_points

Color of observed points. Default = "black".

rotate_labels

Logical, whether to rotate x-axis labels by 45 degrees. Default = FALSE.

remove_outliers

Numeric, exclude observations above this value from the plot (helps with extreme outliers). Default = NULL.

...

Additional arguments passed to ggplot2::autoplot().

Value

A ggplot2::ggplot object.

Author

Martin Haringa