Regularized supervised learning for high-dimensional data from an oscillatory system

calcTimeDiff | Calculate difference between values of a periodic variable. |

zeitzeiger | Train and test a ZeitZeiger predictor. |

zeitzeigerBatch | Train and test a ZeitZeiger predictor, accounting for batch... |

zeitzeigerEnsembleLikelihood | Combine predictions into an ensemble using the... |

zeitzeigerEnsembleMean | Combine predictions into an ensemble using the circular mean. |

zeitzeigerExtrema | Estimate peaks and troughs. |

zeitzeigerFit | Estimate time-dependent mean. |

zeitzeigerFitCv | Estimate time-dependent mean on cross-validation. |

zeitzeigerPredict | Predict corresponding time for test observations. |

zeitzeigerPredictCv | Predict corresponding time for observations on... |

zeitzeigerPredictGroup | Predict corresponding time for groups of test observations. |

zeitzeigerPredictGroupCv | Predict corresponding time for groups of observations on... |

zeitzeigerProp | Calculate the rhythmic properties of each feature. |

zeitzeigerSig | Estimate significance of periodicity by permutation testing. |

zeitzeigerSnr | Calculate the signal-to-noise of the periodic spline fits. |

zeitzeigerSpc | Calculate sparse principal components of time-dependent... |

zeitzeigerSpcCv | Calculate sparse principal components of time-dependent... |

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