RGCCA and Sparse GCCA for multi-block data analysis


[Up] [Top]

Documentation for package ‘RGCCA’ version 2.0

Help Pages

cov2 Variance and Covariance (Matrices)
defl.select deflation function
miscrossprod Cross product function for inputs with missing data.
rgcca Regularized Generalized Canonical Correlation Analysis (RGCCA)
rgccak Internal function for computing the RGCCA parameters (RGCCA block components, outer weight vectors, etc.).
Russett Russett data
scale2 Scaling and Centering of Matrix-like Objects
sgcca Variable Selection For Generalized Canonical Correlation Analysis (SGCCA)
sgccak Internal function for computing the SGCCA parameters (SGCCA block components, outer weight vectors etc.)
soft.threshold The function soft.threshold() soft-thresholds a vector such that the L1-norm constraint is satisfied.
tau.estimate Optimal shrinkage intensity parameters.