Penalized Partial Least Squares

coef.mypls | Regression coefficients |

cookie | Near-Infrared (NIR) Spectroscopy of Biscuit Doughs |

graphic.ppls.splines | Plots for penalized PLS based on Spline Transformations |

jack.ppls | Jackknife estimation for PPLS-coefficients |

new.penalized.pls | Prediction for Penalized Partial Least Squares |

normalize.vector | Normalization of a vector |

penalized.pls | Penalized Partial Least Squares |

penalized.pls.cv | Cross-validation for Penalized PLS |

penalized.pls.default | Penalized PLS based on NIPALS Algorithm |

penalized.pls.kernel | Kernel Penalized PLS |

penalized.pls.select | Penalized PLS based on NIPALS Algorithm and blockswise... |

Penalty.matrix | Penalty matrix for higher order differences |

ppls-package | ppls - Penalized Partial Least Squares |

ppls.splines.cv | Cross-validation for penalized PLS based on Spline... |

sim.data.ppls | Simulated Data |

ttest.ppls | T-Test for regression coefficients |

vcov.mypls | Variance-covariance matrix of the regression coefficients |

X2s | Nolinear Transformation via B-splines |

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