plot_relations: Plot Group-Level Relations

In EMC2: Bayesian Hierarchical Analysis of Cognitive Models of Choice

Plot Group-Level Relations

Description

An adjusted version of the corrplot package function corrplot() tailored to EMC2 and the plotting of estimated correlations.

Usage

plot_relations(
  emc = NULL,
  stage = "sample",
  plot_cred = TRUE,
  plot_means = TRUE,
  only_cred = FALSE,
  nice_names = NULL,
  ...
)

Arguments

emc	An EMC2 object, commonly the output of run_emc().
stage	Character. The stage from which to take the samples, defaults to the sampling stage sample.
plot_cred	Boolean. Whether to plot the 95 percent credible intervals or not
plot_means	Boolean. Whether to plot the means or not
only_cred	Boolean. Whether to only plot credible values
nice_names	Character string. Alternative names to give the parameters
...	Optional additional arguments

Value

No return value, creates a plot of group-level relations

Examples

# For a given set of hierarchical model samples we can make a
# correlation matrix plot.
plot_relations(samples_LNR, only_cred = TRUE, plot_cred = TRUE)
# We can also only plot the correlations where the credible interval does not include zero
plot_relations(samples_LNR, plot_means = TRUE, only_cred = TRUE)

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