plot_boxplots_parameters: Plot the boxplot representation of the estimated parameters

In bastienchassagnol/RGMMBench: A benchmark on Gaussian mixtures in R

Plot the boxplot representation of the estimated parameters

Description

Plot the boxplot representation of the estimated parameters

Usage

plot_boxplots_parameters(
  distribution_parameters,
  true_theta,
  remove_outliers = T,
  size_tag = 4,
  num_col = length(true_theta$p),
  match_symbol = "^p[[:digit:]]+|mu|sigma|sd"
)

Arguments

distribution_parameters	the estimated bootstrap distributions
true_theta	the true values of the parameters (with p, mu and sigma)
remove_outliers	boolean: remove or not outlying estimates, by default set to True
size_tag	in each facet, controls the size of the parameter emphasised
num_col	How to organise the facets? by default according to the number of components
match_symbol	To discard the set of parameters you want to be removed

Value

boxplot_parameters a ggplot object representing the boxplot distributions of the estimates per package and initialisation package

Author(s)

Bastien CHASSAGNOL

bastienchassagnol/RGMMBench documentation built on Oct. 26, 2023, 5:58 p.m.