Extended Inference for Lasso and Elastic-Net Regularized Cox and Generalized Linear Models

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

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

coef.intsearch | Get coefficients for a model |

complexity.glmnet | Interface for determination of penalty lambda in penalized... |

EPSGO | Efficient Parameter Selection via Global Optimization |

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

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... |

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

plot.stabpath | function to plot a stability path |

plot.summary.int | 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. |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.