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1.0-0
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install.packages('FDboost')
Monthly Downloads
2,604
Version
1.0-0
License
GPL-2
Issues
1
Pull Requests
0
Stars
12
Forks
5
Repository
https://github.com/boost-R/FDboost
Maintainer
David Ruegamer
Last Published
September 8th, 2020
Functions in FDboost (1.0-0)
Search functions
applyFolds
Cross-Validation and Bootstrapping over Curves
anisotropic_Kronecker
Kronecker product or row tensor product of two base-learners with anisotropic penalty
funRsquared
Functional R-squared
funMSE
Functional MSE
FDboostLSS
Model-based Gradient Boosting for Functional GAMLSS
getTime
Generic functions to asses attributes of functional data objects
hmatrix
A S3 class for univariate functional data on a common grid
funplot
Plot functional data with linear interpolation of missing values
plot.FDboost
Plot the fit or the coefficients of a boosted functional regression model
wide2long
Transform id and time of wide format into long format
residuals.FDboost
Residual values of a boosted functional regression model
plot.bootstrapCI
Methods for objects of class bootstrapCI
reweightData
Function to Reweight Data
bbsc
Constrained Base-learners for Scalar Covariates
%Xc%
Constrained row tensor product
getTime.hmatrix
Extract attributes of hmatrix
update.FDboost
Function to update FDboost objects
truncateTime
Function to truncate time in functional data
FDboost-package
FDboost: Boosting Functional Regression Models
integrationWeights
Functions to compute integration weights
fuelSubset
Spectral data of fossil fuels
funMRD
Functional MRD
mstop.validateFDboost
Methods for objects of class validateFDboost
predict.FDboost
Prediction for boosted functional regression model
stabsel.FDboost
Stability Selection
FDboost
Model-based Gradient Boosting for Functional Response
bsignal
Base-learners for Functional Covariates
[.hmatrix
Extract or replace parts of a hmatrix-object
subset_hmatrix
Subsets hmatrix according to an index
emotion
EEG and EMG recordings in a computerised gambling study
cvrisk.FDboostLSS
Cross-validation for FDboostLSS
summary.FDboost
Print and summary of a boosted functional regression model
coef.FDboost
Coefficients of boosted functional regression model
bootstrapCI
Function to compute bootstrap confidence intervals
bhistx
Base-learners for Functional Covariates
is.hmatrix
Test to class of hmatrix
extract.blg
Extract information of a base-learner
fitted.FDboost
Fitted values of a boosted functional regression model
o_control
Function to control estimation of smooth offset
validateFDboost
Cross-Validation and Bootstrapping over Curves
viscosity
Viscosity of resin over time