recforest: Random Survival Forest for Recurrent Events
Analyze recurrent events with right-censored data and the potential presence of a terminal event (that prevents further occurrences, like death). 'recofest' extends the random survival forest algorithm, adapting splitting rules and node estimators to handle complexities of recurrent events. The methodology is fully described in Murris, J., Bouaziz, O., Jakubczak, M., Katsahian, S., & Lavenu, A. (2024) (<https://hal.science/hal-04612431v1/document>).
| Version: | 1.0.0 |
| Depends: | R (≥ 2.10) |
| Imports: | cli, dplyr, future, future.apply, magrittr, methods, mets, purrr, reda, stats, survival, tibble, timereg |
| Suggests: | frailtypack, knitr, rmarkdown, testthat (≥ 3.0.0), withr |
| Published: | 2024-12-05 |
| DOI: | 10.32614/CRAN.package.recforest |
| Author: | Juliette Murris 
[aut, cre],
Guillaume Desachy
[aut],
Colin Fay [aut],
Yohann Mansiaux
[aut],
Audrey Lavenu
[aut],
Sandrine Katsahian
[aut] |
| Maintainer: | Juliette Murris <murris.juliette at gmail.com> |
| License: | Apache License (≥ 2) |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | recforest results |
Documentation:
| Reference manual: | recforest.pdf |
| Vignettes: |
explain (source, R code) method (source, R code) predict (source, R code) |
Downloads:
| Package source: | recforest_1.0.0.tar.gz |
| Windows binaries: | r-devel: recforest_1.0.0.zip, r-release: recforest_1.0.0.zip, r-oldrel: recforest_1.0.0.zip |
| macOS binaries: | r-release (arm64): recforest_1.0.0.tgz, r-oldrel (arm64): recforest_1.0.0.tgz, r-release (x86_64): recforest_1.0.0.tgz, r-oldrel (x86_64): recforest_1.0.0.tgz |
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