Extending Lasso Model Fitting to Big Data

biglasso | Fit lasso penalized regression path for big data |

biglasso-package | Extending Lasso Model Fitting to Big Data |

colon | Gene expression data from colon-cancer patients |

cv.biglasso | Cross-validation for biglasso |

loss.biglasso | Internal biglasso functions |

plot.biglasso | Plot coefficients from a "biglasso" object |

plot.cv.biglasso | Plots the cross-validation curve from a "cv.biglasso" object |

plot.mbiglasso | Plot coefficients from a "mbiglasso" object |

predict.biglasso | Model predictions based on a fitted 'biglasso' object |

predict.cv.biglasso | Model predictions based on a fitted 'cv.biglasso' object |

setupX | Set up design matrix X by reading data from big data file |

summary.cv.biglasso | Summarizing inferences based on cross-validation |

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