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MatrixCorrelation (version 0.9.4)

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

319

Version

0.9.4

License

GPL-2

Maintainer

Kristian Hovde Liland

Last Published

August 3rd, 2020

Functions in MatrixCorrelation (0.9.4)

Principal Component Analysis cross-validation error

MatrixCorrelation

Similiarity of Matrices Coefficients

RV coefficients

Test for no correlation between paired sampes

Procrustes Similarity Index

Similarity of Matrices Index (SMI)

Rozeboom's squared vector correlation

Coxhead's coefficient

allCorrelations

All correlations

Significance estimation for Similarity of Matrices Index (SMI)

Correlational Measures for Matrices

Result functions for the Similarity of Matrices Index (SMI)