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CovTools (version 0.5.4)

package-CovTools: A Collection of Geometric and Statistical Tools for Covariance (and Precision) Analysis

Description

Covariance is of universal prevalence across various disciplines within statistics. CovTools package aims at providing a rich collection of geometric and statistical tools for a variety of inferences on covariance structures as well as its inverse called precision matrix. See the sections below for a comprehensive list of functions provided from the package.

Arguments

Geometric Methods

From inference on manifolds perspective, we have following functions,

name of a function description
CovDist compute pairwise distance of covariance matrices