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recforest: Random Survival Forest for Recurrent Events (original) (raw)

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 ORCID iD [aut, cre], Guillaume Desachy ORCID iD [aut], Colin Fay ORCID iD [aut], Yohann Mansiaux ORCID iD [aut], Audrey Lavenu ORCID iD [aut], Sandrine KatsahianORCID iD [aut]
Maintainer: Juliette Murris <murris.juliette at gmail.com>
License: Apache License (≥ 2)
NeedsCompilation: no
Materials: README NEWS
CRAN checks: recforest results

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