Riemannian Statistics for Dimensionality Reduction and Visualization

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Documentation for package ‘riemannianStats’ version 0.1.1

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

Help Pages

riem.biplot	Plot a Riemannian Biplot
riem.center.data	Center Data Around the Riemannian Mean Observation
riem.cor	Calculate the Riemannian Correlation Matrix
riem.cov	Calculate a Riemannian Covariance Matrix
riem.diff	Calculate Riemannian Vector Differences
riem.dist	Calculate the UMAP-Based Distance Matrix
riem.ind.coord	Calculate Riemannian Principal Components
riem.inertia	Calculate PCA Inertia for Two Components
riem.mean.index	Find the Riemannian Mean Observation Index
riem.norm	Calculate the Euclidean Norm
riem.plot	Plot Riemannian Results
riem.plot.3d	Plot a Three-Dimensional Scatter Plot
riem.rho	Calculate the Rho Matrix
riem.similarities.umap	Calculate UMAP Graph Similarities
riem.var.coord	Calculate Riemannian Correlations Between Variables and Components