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MatrixCorrelation (version 0.9.5)

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, adjusted RV, Rozeboom's linear correlation and Coxhead's coefficient are included for comparison and flexibility.

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Version

Install

install.packages('MatrixCorrelation')

Monthly Downloads

364

Version

0.9.5

License

GPL-2

Maintainer

Kristian Hovde Liland

Last Published

February 3rd, 2021

Functions in MatrixCorrelation (0.9.5)

PCAcv

Principal Component Analysis cross-validation error
MatrixCorrelation

Similiarity of Matrices Coefficients
plot.SMI

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

Procrustes Similarity Index
r1

Correlational Measures for Matrices
SMI

Similarity of Matrices Index (SMI)
allCorrelations

All correlations
candy

Candy data
cor.test_eq

Test for no correlation between paired sampes
RV

RV coefficients
Rozeboom

Rozeboom's squared vector correlation
Coxhead

Coxhead's coefficient
significant

Significance estimation for Similarity of Matrices Index (SMI)