Boosting Functional Regression Models

Documentation for package ‘FDboost’ version 0.0-8

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bbsc	Constrained Base-learners for Scalar Covariates
bconcurrent	Base-learners for Functional Covariates
bhist	Base-learners for Functional Covariates
bolsc	Constrained Base-learners for Scalar Covariates
brandomc	Constrained Base-learners for Scalar Covariates
bsignal	Base-learners for Functional Covariates
coef.FDboost	Coefficients of boosted functional regression model
cvLong	Cross-Validation and Bootstrapping over Curves
cvMa	Cross-Validation and Bootstrapping over Curves
extract.blg	Extract information of a base-learner
FDboost	Model-based Gradient Boosting for Functional Response
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 values
funRsquared	Functional R-squared
integrationWeights	Functions to compute integration weights
integrationWeightsLeft	Functions to compute integration weights
mstop.validateFDboost	Methods for objects of class validateFDboost
o_control	Function to control estimation of smooth offset
plot.FDboost	Plot the fit or the coefficients of a boosted functional regression model
plot.validateFDboost	Methods for objects of class validateFDboost
plotPredCoef	Methods for objects of class validateFDboost
plotPredicted	Plot the fit or the coefficients of a boosted functional regression model
plotResiduals	Plot the fit or the coefficients of a boosted functional regression model
predict.FDboost	Prediction for boosted functional regression model
print.FDboost	Print a boosted functional regression model
residuals.FDboost	Residual values of a boosted functional regression model
summary.FDboost	Summary of a boosted functional regression model
truncateTime	Function to truncate time in functional data
validateFDboost	Cross-Validation and Bootstrapping over Curves
viscosity	Viscosity of resin over time