RegularizedSCA (version 0.5.4)

TuckerCoef: Tucker coefficient of congruence.

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)
# }