ARMADA |
Scores of all the covariates present in X, given the vector Y of the response. |

ARMADA.heatmap |
Heatmap of the selected covariates. |

ARMADA.select |
Covariates selection via 8 selection methods |

ARMADA.summary |
Scores of the covariates X |

clustering |
To obtain the dendrogram of the covariates contained in the data.frame X, and a proposition for the number of clusters of covariates in X. |

covariables |
concatenation of the rownames of X and of the response vector Y. |

toys.data |
Toys data |

toys.data.multi |
Toys data in multinomial case |

toys.data.reg |
Toys data in regression case |

X_decor |
Decorrelation of a matrix X, given a response variable Y. |