CCA: Canonical correlation analysis

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.

Author
Ignacio Gonzlez, Sbastien Djean
Date of publication
2012-10-29 13:13:37
Maintainer
Sbastien Djean <sebastien.dejean@math.univ-toulouse.fr>
License
GPL (>= 2)
Version
1.2

View on CRAN

Man pages

cc
Canonical Correlation Analysis
CCA-package
Canonical correlation analysis
comput
Additional computations for CCA
estim.regul
Estimate the parameters of regularization
img.estim.regul
Plot the cross-validation criterion
img.matcor
Image of correlation matrices
loo
Leave-one-out criterion
matcor
Correlations matrices
nutrimouse
Nutrimouse dataset
plt.cc
Graphical outputs for canonical correlation analysis
plt.indiv
Individuals representation for CCA
plt.var
Variables representation for CCA
rcc
Regularized Canonical Correlation Analysis

Files in this package

CCA
CCA/data
CCA/data/nutrimouse.rda
CCA/NAMESPACE
CCA/man
CCA/man/estim.regul.Rd
CCA/man/cc.Rd
CCA/man/CCA-package.Rd
CCA/man/img.matcor.Rd
CCA/man/comput.Rd
CCA/man/plt.var.Rd
CCA/man/plt.cc.Rd
CCA/man/img.estim.regul.Rd
CCA/man/rcc.Rd
CCA/man/loo.Rd
CCA/man/plt.indiv.Rd
CCA/man/matcor.Rd
CCA/man/nutrimouse.Rd
CCA/DESCRIPTION
CCA/MD5
CCA/R
CCA/R/rcc.R
CCA/R/img.estim.regul.R
CCA/R/comput.R
CCA/R/cc.R
CCA/R/estim.regul.R
CCA/R/plt.var.R
CCA/R/matcor.R
CCA/R/plt.indiv.R
CCA/R/plt.cc.R
CCA/R/img.matcor.R
CCA/R/loo.R