Better prediction by use of co-data: Adaptive group-regularized ridge regression

auc | Area under the ROC curve |

CreatePartition | Creates a partition (groups) of variables |

dataFarkas | Contains three R-objects, including the data and the binary... |

dataSimlin | Small simulated data set with linear response |

dataVerlaat | Contains 5 R-objects, including the data and the binary... |

dataWurdinger | R-objects related to the mRNAseq data |

grridge | Group-regularized (logistic) ridge regression |

grridgeCV | Returns the cross-validated predictions |

GRridge-package | Implements adaptive group-regularized (logistic) ridge... |

hello | Hello, World! |

matchGeneSets | Creates a grouping of variables (genes) from gene sets |

mergeGroups | Merge groups in a partition |

PartitionsSelection | Co-data selection in a Group-regularized ridge regression... |

predict.grridge | Predictions for new samples |

roc | Produces ROC curve for probabilistic classifiers (e.g.... |

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