survivalSL: Super Learner for Survival Prediction from Censored Data
Several functions and S3 methods to construct a super learner in the presence of censored times-to-event and to evaluate its prognostic capacities.
| Version: | 0.97.1 |
| Depends: | R (≥ 4.0.0), splines, survival |
| Imports: | date, graphics, MASS, glmnet, caret, flexsurv, randomForestSRC, hdnom, glmnetUtils, survivalPLANN, dplyr, rpart, methods |
| Suggests: | reticulate, survivalmodels |
| Published: | 2025-02-17 |
| DOI: | 10.32614/CRAN.package.survivalSL |
| Author: | Yohann Foucher 
[aut, cre],
Camille Sabathe
[aut] |
| Maintainer: | Yohann Foucher <yohann.foucher at univ-poitiers.fr> |
| BugReports: | https://github.com/foucher-y/survivalSL/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | survivalSL results |
Documentation:
| Reference manual: | survivalSL.pdf |
Downloads:
| Package source: | survivalSL_0.97.1.tar.gz |
| Windows binaries: | r-devel: survivalSL_0.97.1.zip, r-release: survivalSL_0.97.1.zip, r-oldrel: survivalSL_0.97.1.zip |
| macOS binaries: | r-devel (arm64): survivalSL_0.97.1.tgz, r-release (arm64): survivalSL_0.97.1.tgz, r-oldrel (arm64): survivalSL_0.97.1.tgz, r-devel (x86_64): survivalSL_0.97.1.tgz, r-release (x86_64): survivalSL_0.97.1.tgz, r-oldrel (x86_64): survivalSL_0.97.1.tgz |
| Old sources: | survivalSL archive |
Linking:
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