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... |

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