`install.packages('FDboost')`

981

1.1-2

GPL-2

August 12th, 2023

FDboostLSS

Model-based Gradient Boosting for Functional GAMLSS

FDboost-package

FDboost: Boosting Functional Regression Models

anisotropic_Kronecker

Kronecker product or row tensor product of two base-learners with anisotropic penalty

bbsc

Constrained Base-learners for Scalar Covariates

applyFolds

Cross-Validation and Bootstrapping over Curves

bhistx

Base-learners for Functional Covariates

FDboost

Model-based Gradient Boosting for Functional Response

FDboost_fac-class

`FDboost_fac` S3 class for factorized FDboost model components

birthDistribution

Densities of live births in Germany

bootstrapCI

Function to compute bootstrap confidence intervals

fuelSubset

Spectral data of fossil fuels

coef.FDboost

Coefficients of boosted functional regression model

extract.blg

Extract information of a base-learner

clr

Clr and inverse clr transformation

factorize

Factorize tensor product model

cvrisk.FDboostLSS

Cross-validation for FDboostLSS

emotion

EEG and EMG recordings in a computerised gambling study

bsignal

Base-learners for Functional Covariates

funMRD

Functional MRD

fitted.FDboost

Fitted values of a boosted functional regression model

integrationWeights

Functions to compute integration weights

hmatrix

A S3 class for univariate functional data on a common grid

funMSE

Functional MSE

getTime.hmatrix

Extract attributes of hmatrix

funplot

Plot functional data with linear interpolation of missing values

%Xc%

Constrained row tensor product

o_control

Function to control estimation of smooth offset

is.hmatrix

Test to class of hmatrix

funRsquared

Functional R-squared

getTime

Generic functions to asses attributes of functional data objects

plot.bootstrapCI

Methods for objects of class bootstrapCI

plot.FDboost

Plot the fit or the coefficients of a boosted functional regression model

predict.FDboost

Prediction for boosted functional regression model

mstop.validateFDboost

Methods for objects of class validateFDboost

[.hmatrix

Extract or replace parts of a hmatrix-object

predict.FDboost_fac

Prediction and plotting for factorized FDboost model components

stabsel.FDboost

Stability Selection

subset_hmatrix

Subsets hmatrix according to an index

reweightData

Function to Reweight Data

residuals.FDboost

Residual values of a boosted functional regression model

update.FDboost

Function to update FDboost objects

viscosity

Viscosity of resin over time

summary.FDboost

Print and summary of a boosted functional regression model

truncateTime

Function to truncate time in functional data

wide2long

Transform id and time of wide format into long format

validateFDboost

Cross-Validation and Bootstrapping over Curves