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Package: SCGLR
Type: Package
Title: Supervised Component Generalized Linear Regression
Description:
An extension of the Fisher Scoring Algorithm to combine PLS regression with GLM
estimation in the multivariate context. Covariates can also be grouped in themes.
Version: 3.1.9000
Date: 2025-03-24
Authors@R:
c(person(
given = "Guillaume",
family = "Cornu",
email = "gcornu@cirad.fr",
role = c("aut","cre"),
comment = c(ORCID = "0000-0002-7523-5176")),
person(
given = "Frederic",
family = "Mortier",
email = "fmortier@cirad.fr",
role = "aut",
comment = c(ORCID = "0000-0001-5473-709X")),
person(
given = "Catherine",
family = "Trottier",
email = "catherine.trottier@univ-montp3.fr",
role = "aut"),
person(
given = "Xavier",
family = "Bry",
email = "xavier.bry@univ-montp2.fr",
role = "aut"),
person(
given = "Jocelyn",
family = "Chauvet",
role = "aut",
comment = c(ORCID="0000-0002-4466-6483")),
person(
given = "Sylvie",
family = "Gourlet-Fleury",
email = "sylvie.gourlet-fleury@cirad.fr",
role = "dtc",
comment = c(ORCID = "0000-0002-1136-4307", "Projet CoForChange <https://coforchange.cirad.fr>")),
person(
given = "Claude",
family = "Garcia",
email = "claude.garcia@cirad.fr",
role = "dtc",
comment = c(ORCID = "0000-0002-7351-0226", "Projet CoForTips <https://www.cofortips.org>")),
person(
"GAMBAS",
role = "fnd",
comment = "<https://gambas.cirad.fr>")
)
License: CeCILL-2 | GPL-2
URL: https://scnext.github.io/SCGLR/, https://github.com/scnext/SCGLR, https://cran.r-project.org/package=SCGLR
BugReports: https://github.com/SCnext/SCGLR/issues
Depends:
R (>= 3.0.0)
Imports:
Matrix,
Formula,
graphics,
ggplot2 (>= 3.0.0),
grid,pROC (>= 1.9),
ade4,
rlang,
pls
Suggests:
future,
future.apply,
progressr
LazyData: yes
RoxygenNote: 7.3.2
Encoding: UTF-8