# Riemannian Statistics for Dimensionality Reduction and Visualization

## 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