aggregation.auc |
Determine the area under the ROC curve for a fitted model |

balancedFolds |
Function producing stratified/ balanced folds for cross validation |

coef.sum.intsearch |
Get coefficients for a model |

complexity.glmnet |
Interface for determination of penalty lambda in penalized regression model via cross-validation |

epsgo |
Efficient Parameter Selection via Global Optimization |

fit.glmnet |
Interface function for fitting a penalized regression model with 'glmnet' |

PLL.coxnet |
Predictive partial log-likelihood for glmnet Cox PH model fit |

Plot.coef.glmnet |
function to highlight the path of a pre-specified set of variables within the coefficient path |

Plot.peperr.curves |
Plot method for prediction error curves of a peperr object |

plot.stabpath |
function to plot a stability path |

plot.sum.intsearch |
Plot Summary object for interval search models |

predictProb.coxnet |
Extract predicted survival probabilities from a glmnet fit |

predictProb.glmnet |
Extract predicted survival probabilities from a glmnet fit |

stabpath |
Stability path for glmnet models |

stabsel |
function to estimate a stable set of variables |

summary.intsearch |
Summary method for interval search models |

tune.glmnet.interval |
Wrapper function for 'glmnet' objects. |