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iBST

Improper Bagging Survival Tree

v1.2 · Jan 12, 2023 · GPL (>= 2)

Description

Fit a full or subsampling bagging survival tree on a mixture of population (susceptible and nonsusceptible) using either a pseudo R2 criterion or an adjusted Logrank criterion. The predictor is evaluated using the Out Of Bag Integrated Brier Score (IBS) and several scores of importance are computed for variable selection. The thresholds values for variable selection are computed using a nonparametric permutation test. See 'Cyprien Mbogning' and 'Philippe Broet' (2016)<doi:10.1186/s12859-016-1090-x> for an overview about the methods implemented in this package.

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CRAN Check Status

2 NOTE
12 OK
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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)
NOTE r-devel-linux-x86_64-debian-clang

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@gmail.com"),
               person(given = "Philippe",
                      family = "Broet",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

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@gmail.com"),
               person(given = "Philippe",
                      family = "Broet",
                      role = "aut"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

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@gmail.com"),
               person(given = "Philippe",
                      family = "Broet",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

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@gmail.com"),
               person(given = "Philippe",
                      family = "Broet",
                      role = "aut"))
as necessary.

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies survival rpart Rcpp multipleOutcomes iBST

Version History

new 1.2 Mar 10, 2026
updated 1.2 ← 1.1 diff Jan 11, 2023
updated 1.1 ← 1.0 diff Apr 17, 2022
new 1.0 Jan 30, 2017