ref_dist_pca: Generate PCA-based reference distribution
In bootcluster: Bootstrapping Estimates of Clustering Stability
ref_dist_pca 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)
bootcluster documentation built on April 3, 2025, 7:45 p.m.
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| ref_dist_pca | 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)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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