plot.see_n_factors: Plot method for numbers of clusters to extract or factors to...

In see: Model Visualisation Toolbox for 'easystats' and 'ggplot2'

Plot method for numbers of clusters to extract or factors to retain

Description

The plot() method for the parameters::n_factors() and parameters::n_clusters()

Usage

## S3 method for class 'see_n_factors'
plot(x, data = NULL, type = c("bar", "line", "area"), size = 1, ...)

Arguments

x	An object.
data	The original data used to create this object. Can be a statistical model.
type	Character vector, indicating the type of plot. Options are three different shapes to illustrate the degree of consensus between dimensionality methods for each number of factors; "bar" (default) for a bar chart, "line" for a horizontal point and line chart, or "area" for an area chart (frequency polygon).
size	Depending on type, a numeric value specifying size of bars, lines, or segments.
...	Arguments passed to or from other methods.

Value

A ggplot2-object.

Examples

data(mtcars)
result <- parameters::n_factors(mtcars, type = "PCA")
result

plot(result) # type = "bar" by default
plot(result, type = "line")
plot(result, type = "area")

see documentation built on Sept. 11, 2024, 5:51 p.m.