Boosting Functional Regression Models

anisotropic_Kronecker | Kronecker product or row tensor product of two base-learners... |

applyFolds | Cross-Validation and Bootstrapping over Curves |

bbsc | Constrained Base-learners for Scalar Covariates |

bhistx | Base-learners for Functional Covariates |

bootstrapCI | Function to compute bootstrap confidence intervals |

bsignal | Base-learners for Functional Covariates |

coef.FDboost | Coefficients of boosted functional regression model |

cvrisk.FDboostLSS | Cross-validation for FDboostLSS |

emotion | EEG and EMG recordings in a computerised gambling study |

extract.blg | Extract information of a base-learner |

FDboost | Model-based Gradient Boosting for Functional Response |

FDboostLSS | Model-based Gradient Boosting for Functional GAMLSS |

FDboost-package | FDboost: Boosting Functional Regression Models |

fitted.FDboost | Fitted values of a boosted functional regression model |

fuelSubset | Spectral data of fossil fuels |

funMRD | Functional MRD |

funMSE | Functional MSE |

funplot | Plot functional data with linear interpolation of missing... |

funRsquared | Functional R-squared |

getTime | Generic functions to asses attributes of functional data... |

getTime.hmatrix | Extract attributes of hmatrix |

grapes-Xc-grapes | Constrained row tensor product |

hmatrix | A S3 class for univariate functional data on a common grid |

integrationWeights | Functions to compute integration weights |

is.hmatrix | Test to class of hmatrix |

o_control | Function to control estimation of smooth offset |

plot.bootstrapCI | Methods for objects of class bootstrapCI |

plot.FDboost | Plot the fit or the coefficients of a boosted functional... |

plot.validateFDboost | Methods for objects of class validateFDboost |

predict.FDboost | Prediction for boosted functional regression model |

residuals.FDboost | Residual values of a boosted functional regression model |

reweightData | Function to Reweight Data |

stabsel.FDboost | Stability Selection |

sub-.hmatrix | Extract or replace parts of a hmatrix-object |

subset_hmatrix | Subsets hmatrix according to an index |

summary.FDboost | Print and summary of a boosted functional regression model |

truncateTime | Function to truncate time in functional data |

update.FDboost | Function to update FDboost objects |

validateFDboost | Cross-Validation and Bootstrapping over Curves |

viscosity | Viscosity of resin over time |

wide2long | Transform id and time of wide format into long format |

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