Regularization Paths for SCAD and MCP Penalized Regression Models

auc | Calculates AUC for cv.ncvsurv objects |

cv-ncvreg | Cross-validation for ncvreg/ncvsurv |

deprecated | Marginal false discovery rates |

Heart | Risk factors associated with heart disease |

local_mfdr | Estimate local mFDR for all features |

Lung | VA lung cancer data set |

mfdr | Marginal false discovery rates |

ncvfit | Direct interface for nonconvex penalized regression... |

ncvreg | Fit an MCP- or SCAD-penalized regression path |

ncvreg-internal | Internal ncvreg functions |

ncvreg-package | Regularization paths for SCAD- and MCP-penalized regression... |

ncvsurv | Fit an MCP- or SCAD-penalized survival model |

perm-ncvreg | Permutation fitting for ncvreg |

permres | Permute residuals for a fitted ncvreg model |

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

plot-mfdr | Plot marginal false discovery rate curves |

plot-ncvreg | Plot coefficients from a ncvreg object |

plot-ncvsurv-func | Plot survival curve for ncvsurv model |

predict | Model predictions based on a fitted ncvreg object. |

predict-ncvsurv | Model predictions based on a fitted "ncvsurv" object. |

Prostate | Factors associated with prostate specific antigen |

std | Standardizes a design matrix |

summary-cv-ncvreg | Summarizing cross-validation-based inference |

summary-ncvreg | Summary method for ncvreg objects |

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