plot_design: Plot Design

In EMC2: Bayesian Hierarchical Analysis of Cognitive Models of Choice

Plot Design

Description

Makes design illustration by plotting simulated data based on the design

Usage

## S3 method for class 'emc.design'
plot_design(
  x,
  data = NULL,
  factors = NULL,
  plot_factor = NULL,
  n_data_sim = 10,
  p_vector = NULL,
  functions = NULL,
  ...
)

## S3 method for class 'emc.prior'
plot_design(
  x,
  data = NULL,
  factors = NULL,
  plot_factor = NULL,
  n_data_sim = 10,
  p_vector = NULL,
  functions = NULL,
  ...
)

plot_design(
  x,
  data = NULL,
  factors = NULL,
  plot_factor = NULL,
  n_data_sim = 10,
  p_vector = NULL,
  functions = NULL,
  ...
)

## S3 method for class 'emc'
plot_design(
  x,
  data = NULL,
  factors = NULL,
  plot_factor = NULL,
  n_data_sim = 10,
  p_vector = NULL,
  functions = NULL,
  ...
)

Arguments

x	An emc or emc.prior object containing the design to plot
data	Optional data to overlay on the design plot
factors	Factors to use for varying parameters
plot_factor	Optional. Make separate plots for each level of this factor
n_data_sim	If data is provided, number of simulated datasets to generate for the plot. Default is 10.
p_vector	Only needed when x is an emc.design object, which parameters to use for data generation.
functions	A named list of functions that create additional columns in the data.
...	Additional arguments to pass to make_design_plot

Value

No return value. Just plots the design

EMC2 documentation built on April 11, 2025, 5:50 p.m.