Tools for Post-Selection Inference

debiasingMatrix | Find an approximate inverse of a non-negative definite... |

estimateSigma | Estimate the noise standard deviation in regression |

factorDesign | Expand a data frame with factors to form a design matrix with... |

fixedLassoInf | Inference for the lasso, with a fixed lambda |

forwardStop | ForwardStop rule for sequential p-values |

fs | Forward stepwise regression |

fsInf | Selective inference for forward stepwise regression |

groupfs | Select a model with forward stepwise. |

groupfsInf | Compute selective p-values for a model fitted by 'groupfs'. |

lar | Least angle regression |

larInf | Selective inference for least angle regression |

manyMeans | Selective inference for many normal means |

plot.fs | Plot function for forward stepwise regression |

plot.lar | Plot function for least angle regression |

predict.fs | Prediction and coefficient functions for forward stepwise... |

predict.groupfs | Prediction and coefficient functions for 'groupfs'. |

predict.lar | Prediction and coefficient functions for least angle... |

randomizedLasso | Inference for the randomized lasso, with a fixed lambda |

randomizedLassoInf | Inference for the randomized lasso, with a fixed lambda |

ROSI | Relevant One-step Selective Inference for the LASSO |

scaleGroups | Center and scale design matrix by groups |

selectiveInference | Tools for selective inference |

selectiveInference-internal | Internal PMA functions |

TG.interval | Truncated Gaussian confidence interval. |

TG.limits | Truncation limits and standard deviation. |

TG.pvalue | Truncated Gaussian p-value. |

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