GPLTR
Generalized Partially Linear Tree-Based Regression Model
Description
Combining a generalized linear model with an additional tree part on the same scale. A four-step procedure is proposed to fit the model and test the joint effect of the selected tree part while adjusting on confounding factors. We also proposed an ensemble procedure based on the bagging to improve prediction accuracy and computed several scores of importance for variable selection. See 'Cyprien Mbogning et al.'(2014)<doi:10.1186/2043-9113-4-6> and 'Cyprien Mbogning et al.'(2015)<doi:10.1159/000380850> for an overview of all the methods implemented in this package.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Cyprien Mbogning <cyprien.mbogning@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cyprien",
family = "Mbogning",
role = c("aut", "cre"),
email = "cyprien.mbogning@inserm.fr"),
person(given = "Wilson",
family = "Toussile",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Cyprien Mbogning <cyprien.mbogning@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cyprien",
family = "Mbogning",
role = c("aut", "cre"),
email = "cyprien.mbogning@inserm.fr"),
person(given = "Wilson",
family = "Toussile",
role = "aut"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Cyprien Mbogning <cyprien.mbogning@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cyprien",
family = "Mbogning",
role = c("aut", "cre"),
email = "cyprien.mbogning@inserm.fr"),
person(given = "Wilson",
family = "Toussile",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Cyprien Mbogning <cyprien.mbogning@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cyprien",
family = "Mbogning",
role = c("aut", "cre"),
email = "cyprien.mbogning@inserm.fr"),
person(given = "Wilson",
family = "Toussile",
role = "aut"))
as necessary.