TuckerCoef: Tucker coefficient of congruence.

In RegularizedSCA: Regularized Simultaneous Component Based Data Integration

Description

TuckerCoef calculate Tucker's coefficient of congruence between columns but after accounting for permutational freedom and reflections

Usage

TuckerCoef(MatrixA, MatrixB)

Arguments

MatrixA	A matrix
MatrixB	A matrix, which is to be compared to MatrixA

Value

perm	the permutation order.
tucker_value	the Tucker coefficient.
tucker_vector	the Tucker vector.

References

Lorenzo-Seva, U., & Ten Berge, J. M. (2006). Tucker's congruence coefficient as a meaningful index of factor similarity. Methodology, 2(2), 57-64.

Examples

## Not run: 
maxtrix1 <- matrix(rnorm(50), nrow=5)
maxtrix2 <- matrix(rnorm(50), nrow=5)
TuckerCoef(maxtrix1, maxtrix2)

## End(Not run)

RegularizedSCA documentation built on May 2, 2019, 8:24 a.m.