ref_dist_pca {bootcluster} | R Documentation |
Generate PCA-based reference distribution
Description
Generates a reference distribution in PCA space by sampling from uniform distributions with ranges determined by the PCA-transformed data.
Usage
ref_dist_pca(df)
Arguments
df |
data.frame or matrix of the original dataset |
Details
Generate Reference Distribution using PCA
Value
A scaled matrix containing the reference distribution in PCA space
Examples
data(iris)
df <- iris[,1:4]
ref <- ref_dist_pca(df)
[Package bootcluster version 0.4.2 Index]