# glmpath v0.98

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

A path-following algorithm for L1 regularized generalized linear models and Cox proportional hazards model.

## Functions in glmpath

Name | Description | |

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

coxpath | Fits the entire L1 regularization path for Cox proportional hazards model | |

plot.bootpath | Generates the histograms or the pairwise scatter plots of the bootstrap coefficients computed from bootstrap.path | |

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

glmpath-internal | Internal glmpath functions | |

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

heart.data | Dataset for glmpath | |

lung.data | Dataset for coxpath | |

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

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

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

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

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

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

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

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## Details

Date | 2018-01-27 |

License | GPL (>= 2) |

Packaged | 2018-01-28 00:56:02 UTC; meeyoung |

Repository | CRAN |

Date/Publication | 2018-01-28 16:09:29 UTC |

NeedsCompilation | yes |

depends | R (>= 2.0) , survival |

Contributors | Mee Park, Trevor Hastie |

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