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CCA (version 1.2)

Canonical correlation analysis

Description

The package provide a set of functions that extend the cancor function with new numerical and graphical outputs. It also include a regularized extension of the cannonical correlation analysis to deal with datasets with more variables than observations.

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Version

Install

install.packages('CCA')

Monthly Downloads

3,159

Version

1.2

License

GPL (>= 2)

Maintainer

Sbastien Djean

Last Published

October 29th, 2012

Functions in CCA (1.2)

matcor

Correlations matrices
estim.regul

Estimate the parameters of regularization
comput

Additional computations for CCA
CCA-package

Canonical correlation analysis
plt.var

Variables representation for CCA
plt.cc

Graphical outputs for canonical correlation analysis
nutrimouse

Nutrimouse dataset
plt.indiv

Individuals representation for CCA
rcc

Regularized Canonical Correlation Analysis
img.estim.regul

Plot the cross-validation criterion
cc

Canonical Correlation Analysis
loo

Leave-one-out criterion
img.matcor

Image of correlation matrices