covOrigin: Covariance Matrix with Respect to the Origin

In ICS: Tools for Exploring Multivariate Data via ICS/ICA

Description

Estimates the covariance matrix with respect to the origin.

Usage

covOrigin(X, location = NULL, na.action = na.fail)

Arguments

X	a numeric data matrix or dataframe.
location	optional location value which serves then as the center instead of the origin.
na.action	a function which indicates what should happen when the data contain 'NA's. Default is to fail.

Details

The covariance matrix S_0 with respect to origin is given for a matrix X with n observations by

S_0=X'X/n.

Value

A matrix.

Author(s)

Klaus Nordhausen

See Also

cov

Examples

set.seed(654321)
cov.matrix <- matrix(c(3,2,1,2,4,-0.5,1,-0.5,2), ncol=3)
X <- rmvnorm(100,c(0,0,0),cov.matrix)
covOrigin(X)
rm(.Random.seed)

ICS documentation built on March 18, 2018, 1:14 p.m.