Penalized Regression Models with Overlapping Grouped Covariates

cv.grpregOverlap | Cross-validation for choosing regularization parameter lambda |

cv.grpsurvOverlap | Cross-validation for choosing regularization parameter lambda... |

expandX | Expand design matrix according to grouping information |

grpregOverlap | Fit penalized regression models with overlapping grouped... |

grpregOverlap-internal | Internal functions |

grpregOverlap-package | Penalized regression models with overlapping grouped... |

incidenceMatrix | Compute the incidence matrix indicating group memebership |

overlapMatrix | Compute a matrix indicating overlaps between groups |

pathway.dat | Gene expression and pathway information of p53 cancer cell... |

plot.cv.grpregOverlap | Plots the cross-validation curve from cross-validated object |

plot.grpregOverlap | Plot object "grpregOverlap" |

predict.grpregOverlap | Model predictions based on a fitted object |

predict.grpsurvOverlap | Model predictions based on a fitted 'grpsurvOverlap' object. |

select.grpregOverlap | Select an value of lambda along a regularization path |

summary.cv.grpregOverlap | Summarizing inferences based on cross-validation |

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