plot.pugmm: Plotting method for 'pugmm' object

In PUGMM: Parsimonious Ultrametric Gaussian Mixture Models

Plotting method for pugmm object

Description

Plots for Parsimonious Ultrametric Gaussian Mixture Models results, such as BIC and path diagrams.

Usage

## S3 method for class 'pugmm'
plot(x, what = NULL, nrow = NULL, ncol = NULL, cluster_names = NULL, ...)

Arguments

x	Output from pugmm.
what	A string specifying the type of graph requested. Available choices are: "BIC" Plot of BIC values for the fitted models. For each G, the best BIC among the ones corresponding to different m is displayed. "Path Diagram" Path diagram representation of the extended ultrametric covariance matrix per component for the best model.
nrow	Number of rows in the graphical window. A new graphical window is opened every 6 plots, i.e., components of pugmm.
ncol	Number of columns in the graphical window. A new graphical window is opened every 6 plots, i.e., components of pugmm.
cluster_names	String of dimension G with the clusters/components' name.
...	Other graphics parameters.

See Also

pugmm()

Examples

data(penguins)
x <- scale(penguins[, 2:5])
pugmm.penguins <- pugmm(x, 3, 1)
plot.pugmm(pugmm.penguins, what = c("BIC", "Path Diagram"))

PUGMM documentation built on June 24, 2025, 1:08 a.m.