Implements interval censored recursive forests (ICRF) based on Cho, Jewell, and Kosorok (2021+). ICRF is a variant of random forests where the outcome variable is interval censored survival data. It can be used for usual right censored data and current status data as well. A recursion technique is used to improve accuracy and smoothed survival curves are provided.
| Version: | 2.0.2 |
| Depends: | R (≥ 3.5.0), stats |
| Suggests: | survival, ggplot2 |
| Published: | 2022-10-29 |
| DOI: | 10.32614/CRAN.package.icrf |
| Author: | Hunyong Cho [aut, cre], Nicholas P Jewell [aut], Michael R Kosorok [aut], Leo Breiman [ctb] (Author of incldued randomForest C code), Adele Cutler [ctb] (Author of included randomForest Fortran code), Andy Liaw [ctb] (Author of included randomForest R code), Matthew Wiener [ctb] (Author of included randomForest R code), Alain Vandal Robert Gentleman [ctb] (Author of included Icens R code), Merck & Co. Inc. [cph] (Copyright holder of included randomForest R code), Alain Vandal Robert Gentleman [cph] (Copyright holder of included Icens R code), The R Foundation [cph] (Copyright holder of included ksmooth C code) |
| Maintainer: | Hunyong Cho <hunyong.cho at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Citation: | icrf citation info |
| Materials: | NEWS |
| CRAN checks: | icrf results [issues need fixing before 2024-11-04] |
| Reference manual: | icrf.pdf |
| Package source: | icrf_2.0.2.tar.gz |
| Windows binaries: | r-devel: icrf_2.0.2.zip, r-release: icrf_2.0.2.zip, r-oldrel: icrf_2.0.2.zip |
| macOS binaries: | r-release (arm64): icrf_2.0.2.tgz, r-oldrel (arm64): icrf_2.0.2.tgz, r-release (x86_64): icrf_2.0.2.tgz, r-oldrel (x86_64): icrf_2.0.2.tgz |
| Old sources: | icrf archive |
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