Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data

Multiblock data analysis concerns the analysis of several sets of variables (blocks) observed on the same group of individuals. The main aims of the RGCCA package are: (i) to study the relationships between blocks and (ii) to identify subsets of variables of each block which are active in their relationships with the other blocks.


Reference manual

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2.1.2 by Arthur Tenenhaus, 4 years ago

Browse source code at

Authors: Arthur Tenenhaus and Vincent Guillemot

Documentation:   PDF Manual  

GPL (>= 2) license

Imports MASS, Deriv

Suggests knitr, rmarkdown, ggplot2

Imported by RegularizedSCA, multiblock.

Suggested by RVAideMemoire.

See at CRAN