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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: | 1.1-2 |
| Depends: | R (≥ 3.5.0), mboost (≥ 2.9-0) |
| Imports: | methods, graphics, grDevices, utils, stats, Matrix, gamboostLSS (≥ 2.0-0), stabs, mgcv, MASS, zoo |
| Suggests: | fda, fields, ggplot2, maps, mapdata, knitr, refund, testthat |
| Published: | 2023-08-12 |
| DOI: | 10.32614/CRAN.package.FDboost |
| Author: | Sarah Brockhaus [aut], David Ruegamer [aut, cre], Almond Stoecker [aut], Torsten Hothorn [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 |
| Reference manual: | FDboost.pdf |
| Vignettes: |
FDboost FLAM Canada FDboost FLAM fuel FDboost FLAM viscosity FDboost density-on-scalar births |
| Package source: | FDboost_1.1-2.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_1.1-2.tgz |
| Old sources: | FDboost archive |
| Reverse suggests: | mlr, runDRT |
Please use the canonical form https://CRAN.R-project.org/package=FDboost to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.