Man pages for RegularizedSCA
Regularized Simultaneous Component Based Data Integration
| cv_sparseSCA | A K-fold cross-validation procedure when common/distinctive... |
| cv_structuredSCA | A K-fold cross-validation procedure when common/distinctive... |
| DISCOsca | DISCO-SCA rotation. |
| Herring | Herring data |
| maxLGlasso | An algorithm for determining the smallest values for Lasso... |
| pca_gca | PCA-GCA method for selecting the number of common and... |
| plot.CVsparseSCA | Ploting Cross-validation results |
| plot.CVstructuredSCA | Cross-validation plot |
| pre_process | Standardize the given data matrix per column, over the rows,... |
| RSCA | RSCA: A package for regularized simultaneous component... |
| sparseSCA | Variable selection with Lasso and Group Lasso with a... |
| structuredSCA | Variable selection algorithm with a predefined component... |
| summary.CVsparseSCA | Display a summary of the results of 'cv_sparseSCA()'. |
| summary.CVstructuredSCA | Display a summary of the results of 'cv_structuredSCA()'. |
| summary.DISCOsca | Display a summary of the results of 'DISCOsca()'. |
| summary.sparseSCA | Display a summary of the results of 'sparseSCA()'. |
| summary.structuredSCA | Display a summary of the results of 'structuredSCA()'. |
| summary.undoS | Display a summary of the results of 'undoShrinkage()'. |
| summary.VAF | Display a summary of the results of 'VAF()'. |
| TuckerCoef | Tucker coefficient of congruence. |
| undoShrinkage | Undo shrinkage. |
| VAF | Proportion of variance accounted for (VAF) for each block and... |
