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CCA (version 1.2.2)
Canonical Correlation Analysis
Description
Provides a set of functions that extend the 'cancor' function with new numerical and graphical outputs. It also include a regularized extension of the canonical correlation analysis to deal with datasets with more variables than observations.
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Version
Version
1.2.2
1.2.1
1.2
1.1
1.0
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Install
install.packages('CCA')
Monthly Downloads
2,063
Version
1.2.2
License
GPL (>= 2)
Maintainer
Sbastien Djean
Last Published
September 5th, 2023
Functions in CCA (1.2.2)
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img.matcor
Image of correlation matrices
nutrimouse
Nutrimouse dataset
img.estim.regul
Plot the cross-validation criterion
rcc
Regularized Canonical Correlation Analysis
plt.indiv
Individuals representation for CCA
matcor
Correlations matrices
plt.cc
Graphical outputs for canonical correlation analysis
CCA-package
Canonical correlation analysis
comput
Additional computations for CCA
estim.regul
Estimate the parameters of regularization
loo
Leave-one-out criterion
plt.var
Variables representation for CCA
cc
Canonical Correlation Analysis