CCA v1.2

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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.

Functions in CCA

Name Description
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
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Details

Type Package
Encoding latin1
Date 2009-03-11
License GPL (>= 2)
Packaged 2012-10-29 13:13:08 UTC; ripley
Repository CRAN
Date/Publication 2012-10-29 13:13:37

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