autoplot.univariate: Automatically create a ggplot for objects obtained from...

In insurancerating: Analytic Insurance Rating Techniques

Automatically create a ggplot for objects obtained from univariate()

Description

Takes an object produced by univariate(), and plots the available input.

Usage

## S3 method for class 'univariate'
autoplot(
  object,
  show_plots = 1:9,
  ncol = 1,
  background = TRUE,
  labels = TRUE,
  sort = FALSE,
  sort_manual = NULL,
  dec.mark = ",",
  color = "dodgerblue",
  color_bg = "lightskyblue",
  label_width = 10,
  coord_flip = FALSE,
  show_total = FALSE,
  total_color = NULL,
  total_name = NULL,
  rotate_angle = NULL,
  ...
)

Arguments

object	univariate object produced by univariate()
show_plots	numeric vector of plots to be shown (default is c(1,2,3,4,5,6,7,8,9)), there are nine available plots: 1. frequency (i.e. number of claims / exposure) 2. average severity (i.e. severity / number of claims) 3. risk premium (i.e. severity / exposure) 4. loss ratio (i.e. severity / premium) 5. average premium (i.e. premium / exposure) 6. exposure 7. severity 8. nclaims 9. premium
ncol	number of columns in output (default is 1)
background	show exposure as a background histogram (default is TRUE)
labels	show labels with the exposure (default is TRUE)
sort	sort (or order) risk factor into descending order by exposure (default is FALSE)
sort_manual	sort (or order) risk factor into own ordering; should be a character vector (default is NULL)
dec.mark	decimal mark; defaults to ","
color	change the color of the points and line ("dodgerblue" is default)
color_bg	change the color of the histogram ("#f8e6b1" is default)
label_width	width of labels on the x-axis (10 is default)
coord_flip	flip cartesian coordinates so that horizontal becomes vertical, and vertical, horizontal (default is FALSE)
show_total	show line for total if by is used in univariate (default is FALSE)
total_color	change the color for the total line ("black" is default)
total_name	add legend name for the total line (e.g. "total")
rotate_angle	numeric value for angle of labels on the x-axis (degrees)
...	other plotting parameters to affect the plot

Value

a ggplot2 object

Author(s)

Marc Haine, Martin Haringa

Examples

library(ggplot2)
x <- univariate(MTPL2, x = area, severity = amount, nclaims = nclaims,
exposure = exposure)
autoplot(x)
autoplot(x, show_plots = c(6,1), background = FALSE, sort = TRUE)

# Group by `zip`
xzip <- univariate(MTPL, x = bm, severity = amount, nclaims = nclaims,
exposure = exposure, by = zip)
autoplot(xzip, show_plots = 1:2)

insurancerating documentation built on Dec. 28, 2022, 2:53 a.m.