Supervised Principal Components

superpc.cv | Cross-validation for supervised principal components |

superpc.decorrelate | Decorrelate features with respect to competing predictors |

superpc.fit.to.outcome | Fit predictive model using outcome of supervised principal... |

superpc.listfeatures | Return a list of the important predictors |

superpc.lrtest.curv | Compute values of likelihood ratio test from supervised... |

superpc.news | Display the 'superpc' Package News |

superpc.plotcv | Plot output from superpc.cv |

superpc.plot.lrtest | Plot likelhiood ratio test statistics |

superpc.plotred.lrtest | Plot likelihood ratio test statistics from supervised... |

superpc.predict | Form principal components predictor from a trained superpc... |

superpc.predictionplot | Plot outcome predictions from superpc |

superpc.predict.red | Feature selection for supervised principal components |

superpc.predict.red.cv | Cross-validation of feature selection for supervised... |

superpc.rainbowplot | Make rainbow plot of superpc and compeiting predictors |

superpc.train | Prediction by supervised principal components |

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