Model-Free Knockoffs Filter for Controlled Variable Selection

create.svm | Regression-based knockoffs construction |

cumsum_rev | Reverse Cumulative Sum |

ddloglik | Function for Calculating L1,L2 |

lasso_coef_diff | Importance statistics based on Lasso coefficient |

mboost.varimp | Importance statistics based on risk reduction in boosting |

power.estimate | Power Estimation by Generalized Model-Free Knockoffs Filter |

selection | Generalized Model-Free Knockoff Filter for Controlled... |

sis | Variable Screening before Selection for Continuous Response |

sis.surv | Variable Screening before Selection for Survival Response |

stat.mboost_diff_Rsq | Importance statistics based on R-square via boosting |

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