Multi-Layer Group-Lasso

bootstrapHclust | Hierarchical Clustering with distance matrix computed using... |

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

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

computeGroupSizeWeight | Compute the group size weight vector with an authorized... |

cv.MLGL | Multi-Layer Group-Lasso with cross V-fold validation |

Ftest | F-test |

fullProcess | Full process of MLGL |

hierarchicalFDR | Hierarchical testing with FDR control |

hierarchicalFWER | Hierarchical testing with FWER control |

HMT | Hierarchical Multiple Testing procedure Apply Hierarchical... |

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

MLGL | Multi-Layer Group-Lasso |

MLGL-package | MLGL |

overlapgglasso | Group-lasso with overlapping groups |

partialFtest | Partial F-test |

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

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

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

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

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

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

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

print.fullProcess | Print Values Print a 'fullProcess' object |

print.HMT | Print Values Print a 'HMT' object |

print.MLGL | Print Values Print a 'MLGL' 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.MLGL | Stability Selection for Multi-Layer Group-lasso |

summary.fullProcess | Object Summaries Summary of a 'fullProcess' object |

summary.HMT | Object Summaries Summary of a 'HMT' object |

summary.MLGL | Object Summaries Summary of a 'MLGL' object |

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

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