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SimpleProcrustes

Simple Procrustes Analysis


Description

Simple Procrustes Analysis for two matrices

Usage

SimpleProcrustes(X, Y, centre = FALSE)

Arguments

X

Matrix of the first configuration.

Y

Matrix of the second configuration.

centre

Should the matrices be centred before the calculations?

Details

Orthogonal Procrustes Analysis for two configurations X and Y. The first configuration X is used as a reference and the second, Y, is transformed to match the reference as much as possible. X = s Y T + 1t +E = Z + E

Value

An object of class Procrustes.This has components:

X

First Configuration

Y

Second Configuration

Yrot

Second Configuration after the transformation

T

Rotation Matrix

t

Translation Vector

s

Scale Factor

rsss

Residual Sum of Squares

fit

Goodness of fit as percent of expained variance

correlations

Correlations among the columns of X and Z

Author(s)

Jose Luis Vicente-Villardon

References

Ingwer Borg, I. & Groenen, P. J.F. (2005). Modern Multidimensional Scaling. Theory and Applications. Second Edition. Springer

See Also

Examples

data(spiders)

MultBiplotR

Multivariate Analysis Using Biplots in R

v1.3.30
GPL (>= 2)
Authors
Jose Luis Vicente-Villardon
Initial release
2021-03-30

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