pca_model: Create wire frame of PCA model

In mulgar: Functions for Pre-Processing Data for Multivariate Data Visualisation using Tours

Create wire frame of PCA model

Description

This function takes the PCA and produces a wire frame of the PCA to examine with the data in a tour. The purpose is to see how well the variance is explained. The model will be centered at the mean, and extend 3 SDs towards the edge of the data, which is assuming that the data is standardised.

Usage

pca_model(pc, d = 2, s = 1)

Arguments

pc	PCA object
d	number of dimensions to use, default=2
s	scale model, default=1

Value

a list of points and edges

Examples

data(plane)
plane_pca <- prcomp(plane)
plane_m <- pca_model(plane_pca)
plane_m_d <- rbind(plane_m$points, plane)
if (interactive()) {
  require(tourr)
  animate_xy(plane_m_d, edges=plane_m$edges, axes="bottomleft")
}

mulgar documentation built on April 12, 2025, 1:23 a.m.