1- Package: FDboost
21Type: Package
2+ Package: FDboost
33Title: Boosting Functional Regression Models
44Version: 1.1-1
55Date: 2022-09-08
6- Authors@R: c(person("Sarah", "Brockhaus", role = "aut",
7- 8- person("David", "Ruegamer", role = c("aut", "cre"),
9- 10- person("Almond", "Stoecker", role = "aut",
11- 12- person("Torsten", "Hothorn", role = "ctb"),
13- person("with contributions by many others", "(see inst/CONTRIBUTIONS)", role = "ctb"))
14- Maintainer: David Ruegamer <
[email protected] >
15- Description: Regression models for functional data, i.e., scalar-on-function,
16- function-on-scalar and function-on-function regression models, are fitted
17- by a component-wise gradient boosting algorithm.
18- For a manual on how to use 'FDboost', see Brockhaus, Ruegamer, Greven (2017) <doi:10.18637/jss.v094.i10>.
6+ Authors@R: c(
7+ person("Sarah", "Brockhaus", , "
[email protected] ", role = "aut",
8+ comment = c(ORCID = "0000-0001-9484-7488")),
9+ person("David", "Ruegamer", , "
[email protected] ", role = c("aut", "cre"),
10+ comment = c(ORCID = "0000-0002-8772-9202")),
11+ person("Almond", "Stoecker", , "
[email protected] ", role = "aut",
12+ comment = c(ORCID = "0000-0001-9160-2397")),
13+ person("Torsten", "Hothorn", role = "ctb",
14+ comment = c(ORCID = "0000-0001-8301-0471")),
15+ person("with contributions by many others", "(see inst/CONTRIBUTIONS)", role = "ctb")
16+ )
17+ Description: Regression models for functional data, i.e.,
18+ scalar-on-function, function-on-scalar and function-on-function
19+ regression models, are fitted by a component-wise gradient boosting
20+ algorithm. For a manual on how to use 'FDboost', see Brockhaus,
21+ Ruegamer, Greven (2017) <doi:10.18637/jss.v094.i10>.
22+ License: GPL-2
23+ URL: https://github.com/boost-R/FDboost
24+ BugReports: https://github.com/boost-R/FDboost/issues
1925Depends:
20- R (>= 3.5. 0),
21- mboost (>= 2.9- 0)
26+ mboost (>= 2.9- 0),
27+ R (>= 3.5. 0)
2228Imports:
23- methods ,
29+ gamboostLSS (>= 2.0-0) ,
2430 graphics,
2531 grDevices,
26- utils,
27- stats,
32+ MASS,
2833 Matrix,
29- gamboostLSS (>= 2.0-0),
30- stabs,
34+ methods,
3135 mgcv,
32- MASS,
36+ stabs,
37+ stats,
38+ utils,
3339 zoo
3440Suggests:
3541 fda,
3642 fields,
3743 ggplot2,
38- maps,
39- mapdata,
4044 knitr,
45+ mapdata,
46+ maps,
4147 refund,
4248 testthat
43- License: GPL-2
49+ VignetteBuilder:
50+ knitr
51+ Encoding: UTF-8
4452Packaged: 2022-06-14 12:19:33 UTC; brockhaus
53+ RoxygenNote: 7.3.2
4554Collate:
4655 'aaa.R'
4756 'FDboost-package.R'
@@ -58,8 +67,3 @@ Collate:
5867 'methods.R'
5968 'stabsel.R'
6069 'utilityFunctions.R'
61- RoxygenNote: 7.3.2
62- Encoding: UTF-8
63- BugReports: https://github.com/boost-R/FDboost/issues
64- URL: https://github.com/boost-R/FDboost
65- VignetteBuilder: knitr
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