L1 Regularization Path for Generalized Linear Models and Cox Proportional Hazards Model

bootstrap.path | Generates a set of bootstrap coefficients for glmpath or... |

coxpath | Fits the entire L1 regularization path for Cox proportional... |

cv.coxpath | Computes cross-validated (minus) log-partial-likelihoods for... |

cv.glmpath | Computes cross-validated (minus) log-likelihoods or... |

glmpath | Fits the entire L1 regularization path for generalized linear... |

glmpath-internal | Internal glmpath functions |

heart.data | Dataset for glmpath |

lung.data | Dataset for coxpath |

plot.bootpath | Generates the histograms or the pairwise scatter plots of the... |

plot.coxpath | Plots the regularization path computed from coxpath |

plot.glmpath | Plots the regularization path computed from glmpath |

predict.coxpath | Makes predictions at particular points along the fitted... |

predict.glmpath | Makes predictions at particular points along the fitted... |

summary.coxpath | Produces an anova-type summary for a coxpath object |

summary.glmpath | Produces an anova-type summary for a glmpath object |

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