Group-Lasso with Hierarchical Clustering

coef.cv.HCgglasso | Get coefficients from a 'cv.HCgglasso' object |

coef.HCgglasso | Get coefficients from a 'HCgglasso' object |

cv.HCgglasso | cv.HCgglasso |

Ftest | F-test |

fullProcess | Full process of HCgglasso |

HCgglasso | Run hierarchical clustering following by a group-lasso on all... |

HCgglasso-package | HCgglasso |

hierarchicalFDR | Hierachical testing with FDR control |

hierarchicalFWER | Hierachical testing with FWER control |

listToMatrix | Obtain a sparse matrix of the coefficients of the path |

overlapgglasso | Group-lasso with overlapping groups |

partialFtest | Partial F-test |

plot.cv.HCgglasso | Plot the cross-validation obtained from 'cv.HCgglasso'... |

plot.HCgglasso | Plot the path obtained from 'HCgglasso' function |

plot.stability.HCgglasso | Plot the stability path obtained from 'stability.HCgglasso'... |

predict.cv.HCgglasso | Predict fitted values from a 'cv.HCgglasso' object |

predict.HCgglasso | Predict fitted values from a 'HCgglasso' object |

selFDR | Selection from hierarchical testing with FDR control |

selFWER | Selection from hierarchical testing with FWER control |

simuBlockGaussian | Simulate multivariate Gaussian samples with block diagonal... |

stability.HCgglasso | Stability Selection |

uniqueGroupHclust | Find all unique groups in 'hclust' results |

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