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DESCRIPTION
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Type: Package
Package: FDboost
Title: Boosting Functional Regression Models
Version: 1.1-1
Date: 2022-09-08
Authors@R: c(
person("Sarah", "Brockhaus", , "Sarah.Brockhaus@stat.uni-muenchen.de", role = "aut",
comment = c(ORCID = "0000-0001-9484-7488")),
person("David", "Ruegamer", , "david.ruegamer@gmail.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8772-9202")),
person("Almond", "Stoecker", , "almond.stoecker@hu-berlin.de", role = "aut",
comment = c(ORCID = "0000-0001-9160-2397")),
person("Torsten", "Hothorn", role = "ctb",
comment = c(ORCID = "0000-0001-8301-0471")),
person("with contributions by many others", "(see inst/CONTRIBUTIONS)", role = "ctb")
)
Description: 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>.
License: GPL-2
URL: https://github.com/boost-R/FDboost
BugReports: https://github.com/boost-R/FDboost/issues
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
VignetteBuilder:
knitr
Encoding: UTF-8
Packaged: 2022-06-14 12:19:33 UTC; brockhaus
RoxygenNote: 7.3.2
Collate:
'aaa.R'
'FDboost-package.R'
'FDboost.R'
'baselearners.R'
'baselearnersX.R'
'bootstrapCIs.R'
'clr_functions.R'
'constrainedX.R'
'crossvalidation.R'
'factorize.R'
'FDboostLSS.R'
'hmatrix.R'
'methods.R'
'stabsel.R'
'utilityFunctions.R'