Sensitivity plot

Creates a plot of the sensitivity analysis.

Usage

sensitivity_plot(
  data,
  dims,
  result_type,
  sub_title = NULL,
  title = NULL,
  caption = NULL
)

Arguments

data

The data to be plotted.

dims

A list representing the number of rows and columns our plots will be split into.

result_type

An indicator that indicates if a count or boxplot should be plotted.

sub_title

A list of titles for each individual subplot.

title

The title of the overall figure.

caption

The caption of the overall figure.

Details

Creates a grid of plots. Each plot is created using ggplot2::geom_count(). The number of observations at each location is counted and then the count is mapped to point area on the plot.

The x-axis is the true COI, and the y-axis is the estimated COI. The counts are plotted in blue, and red line is drawn with the equation \(y = x\). This line indicates where the blue circles should be if the algorithm was 100% correct.

See also

ggplot2::geom_count() for more information on count plots and the ggplot2 website.

Other plotting functions: error_plot(), world_map()