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MatrixCorrelation (version 0.9.1)

Matrix Correlation Coefficients

Description

Computation and visualization of matrix correlation coefficients. The main method is the Similarity of Matrices Index, while various related measures like r1, r2, r3, r4, Yanai's GCD, RV, RV2 and adjusted RV are included for comparison.

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Version

Install

install.packages('MatrixCorrelation')

Monthly Downloads

657

Version

0.9.1

License

GPL-2

Maintainer

Kristian Hovde Liland

Last Published

May 5th, 2017

Functions in MatrixCorrelation (0.9.1)

MatrixCorrelation

Similiarity of Matrices Coefficients
PCAcv

Principal Component Analysis cross-validation error
SMI

Similarity of Matrices Index (SMI)
allCorrelations

All correlations
candy

Candy data
cor.test_eq

Test for no correlation between paired sampes
plot.SMI

Result functions for the Similarity of Matrices Index (SMI)
r1

Correlational Measures for Matrices
PSI

Procrustes Similarity Index
RV

RV coefficients
significant

Significance estimation for Similarity of Matrices Index (SMI)