Riemannian Methods for Principal Component Analysis, Regression and Visualization

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Documentation for package ‘riemannianStats’ version 0.2.0

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

Help Pages

coef.riem.lm	Extract Riemannian Regression Coefficients
fitted.riem.lm	Extract Riemannian Fitted Values
print.riem.lm	Print a Riemannian Linear Regression Model
print.riem.pca	Print method for Riemannian PCA
print.summary.riem.lm	Print a Summary of a Riemannian Linear Regression Model
residuals.riem.lm	Extract Riemannian Residuals
riem.biplot	Riemannian PCA Biplot
riem.biplot.default	Default Method for Riemannian PCA Biplots
riem.biplot.riem.pca	Riemannian PCA 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 Distance Matrix
riem.ind.coord	Calculate Riemannian Principal Components
riem.inertia	Calculate PCA Inertia for Two Components
riem.lm	Riemannian Linear Regression
riem.mean.index	Find the Riemannian Mean Observation Index
riem.norm	Calculate the Euclidean Norm
riem.original.scale	Convert a Riemannian Regression Fit to the Original Scale
riem.pca	Riemannian Principal Component Analysis Riemannian Principal Component Analysis
riem.plot	Plot Riemannian PCA Results
riem.plot.default	Default Method for Riemannian PCA Plots
riem.plot.riem.pca	Plot Riemannian PCA Results
riem.plot3d	Plot a Three-Dimensional Scatter Plot
riem.rho	Calculate the Rho Matrix
riem.similarities.dbscan	Calculate DBSCAN-Induced Similarities
riem.similarities.isomap	Calculate Isomap Graph Similarities
riem.similarities.umap	Calculate UMAP Graph Similarities
riem.var.coord	Calculate Riemannian Correlations Between Variables and Components
summary.riem.lm	Summarize a Riemannian Linear Regression Model