Statistical Analysis for Random Objects and Non-Euclidean Data

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Documentation for package ‘frechet’ version 0.2.0

Help Pages

color.bar Generate color bar/scale.
CovFMean Fréchet mean of covariance matrices
CreateCovRegPlot Plots for Fréchet regression for covariance matrices.
CreateDensity Create density functions from raw data, histogram objects or frequency tables with bins
DenFMean Fréchet means of densities.
dist4cov Distance between covariance matrices
dist4den L^2 Wasserstein distance between two distributions.
frechet frechet: Statistical Analysis for Random Objects and Non-Euclidean Data
GloCovReg Global Fréchet regression of covariance matrices
GloDenReg Global density regression.
LocCovReg Local Fréchet regression of covariance matrices
LocDenReg Local density regression.
plot.denReg Plots for Fréchet regression for univariate densities.