icrf: Interval Censored Recursive Forests
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.
||R (≥ 3.5.0), stats
||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
Alain Vandal Robert Gentleman [cph] (Copyright holder of included Icens
The R Foundation [cph] (Copyright holder of included ksmooth C code)
||Hunyong Cho <hunyong.cho at gmail.com>
||GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
||icrf citation info
Please use the canonical form
to link to this page.