Statistical Significance Testing for Principal Components

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Documentation for package ‘sigPCA’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

compute_eigenvalues	Compute Eigenvalues of the Covariance Matrix
marchenko_pastur_bounds	Marchenko–Pastur Theoretical Bounds
plot_sigPCA	Plot PCA Eigenvalue Spectrum with Marchenko–Pastur Bounds
plot_sigPCA_histogram	Plot PCA Eigenvalue Histogram with Marchenko-Pastur Bounds
sigPCA	Unified PCA Significance Wrapper
sigPCA_mp	PCA Significance Based on Marchenko–Pastur Distribution
sigPCA_perm	PCA Significance via Permutation Test