FDboost: Boosting Functional Regression Models

Regression models for functional data, i.e., scalar-on-function, function-on-scalar and function-on-function regression models, are fitted by a component-wise gradient boosting algorithm. For a manual on how to use 'FDboost', see Brockhaus, Ruegamer, Greven (2017) <doi:10.18637/jss.v094.i10>.

Version: 1.1-3
Depends: mboost (≥ 2.9-0), R (≥ 3.5.0)
Imports: gamboostLSS (≥ 2.0-0), graphics, grDevices, MASS, Matrix, methods, mgcv, stabs, stats, utils, zoo
Suggests: fda, fields, ggplot2, knitr, mapdata, maps, refund, testthat
Published: 2025-08-23
Author: Sarah Brockhaus ORCID iD [aut], David Ruegamer ORCID iD [aut, cre], Almond Stoecker ORCID iD [aut], Torsten Hothorn ORCID iD [ctb], with contributions by many others (see inst/CONTRIBUTIONS) [ctb]
Maintainer: David Ruegamer <david.ruegamer at gmail.com>
BugReports: https://github.com/boost-R/FDboost/issues
License: GPL-2
URL: https://github.com/boost-R/FDboost
NeedsCompilation: no
Citation: FDboost citation info
Materials: NEWS
In views: FunctionalData
CRAN checks: FDboost results

Documentation:

Reference manual: FDboost.html , FDboost.pdf
Vignettes: FDboost FLAM Canada (source, R code)
FDboost FLAM fuel (source, R code)
FDboost FLAM viscosity (source, R code)
FDboost density-on-scalar births (source, R code)

Downloads:

Package source: FDboost_1.1-3.tar.gz
Windows binaries: r-devel: FDboost_1.1-2.zip, r-release: FDboost_1.1-2.zip, r-oldrel: FDboost_1.1-2.zip
macOS binaries: r-release (arm64): FDboost_1.1-2.tgz, r-oldrel (arm64): FDboost_1.1-2.tgz, r-release (x86_64): FDboost_1.1-2.tgz, r-oldrel (x86_64): FDboost_1.1-3.tgz
Old sources: FDboost archive

Reverse dependencies:

Reverse suggests: mlr, runDRT

Linking:

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