plot_expected_categorization_function_2D: Plot expected categorization function for bivariate (2D)...

In hlplab/MVBeliefUpdatr: Fitting, Summarizing, and Visualizing of Multivariate Gaussian Ideal Observers and Adaptors

Plot expected categorization function for bivariate (2D) categories.

Description

Plot categorization function for bivariate Gaussian categories expected given NIW parameters.

Usage

plot_expected_categorization_function_2D(
  x,
  data.exposure = NULL,
  data.test = NULL,
  target_category = 1,
  logit = F,
  xlim,
  ylim,
  resolution = 25,
  facet_rows_by = NULL,
  facet_cols_by = NULL,
  facet_wrap_by = NULL,
  animate_by = NULL,
  animation_follow = F,
  category.ids = NULL,
  category.labels = NULL,
  category.colors = NULL,
  category.linetypes = NULL,
  ...
)

Arguments

x	An NIW_belief or NIW_beliefs object.
data.exposure	Optional tibble or data.frame that contains exposure data to be plotted. (default: 'NULL')
data.test	Optional tibble or data.frame that contains test data to be plotted. (default: 'NULL')
target_category	The index of the category for which categorization should be shown. (default: '1')
logit	Should the categorization function be plotted in logit ('TRUE') or probabilities ('FALSE')? (default: 'FALSE')
xlim, ylim	Limits for the x- and y-axis.
resolution	How many steps along x and y should be calculated? Note that computational complexity increases quadratically with resolution. (default: 25)
facet_rows_by, facet_cols_by, facet_wrap_by, animate_by	Which group variables, if any, should be used for faceting and/or animation? (defaults: 'NULL')
animation_follow	Should the animation follow the data (zoom in and out)? (default: 'FALSE')
category.ids	Vector of category IDs to be plotted or leave 'NULL' to plot all groups. (default: 'NULL')
category.labels	Vector of group labels of same length as 'category.ids' or 'NULL' to use defaults. (default: 'NULL')
category.colors	Vector of colors of same length as category.ids or 'NULL' to use defaults. (default: 'NULL')
category.linetypes	Vector of linetypes of same length as category.ids or 'NULL' to use defaults. (default: 'NULL') Currently being ignored.
...	additional arguments handed to geom_polygon.

Value

ggplot object.

See Also

TBD

hlplab/MVBeliefUpdatr documentation built on March 29, 2025, 10:42 p.m.