powerofmatrix: power transform of a matrix

In compositions: Compositional Data Analysis

power transform of a matrix

Description

Computes the power of a positive semi-definite symmetric matrix.

Usage

          powerofpsdmatrix( M , p,...)
          

Arguments

M	a matrix, preferably symmetric
p	a single number giving the power
...	further arguments to the singular value decomposition

Details

for a symmetric matrix the computed result can actually be considered as a version of the given power of the matrix fullfilling the relation:

M^pM^q=M^{p+q}

The symmetry of the matrix is not checked.

Value

U%*% D^p %*% t(P) where the UDP is the singular value decomposition of M.

Author(s)

K.Gerald v.d. Boogaart http://www.stat.boogaart.de

Examples

data(SimulatedAmounts)
d <- ilr(sa.lognormals)
var( d %*% powerofpsdmatrix(var(d),-1/2)) # Unit matrix

compositions documentation built on June 22, 2024, 12:15 p.m.