Package: icrf
Title: Interval Censored Recursive Forests
Version: 1.0.0
Date: 2019-12-25
Depends: R (>= 3.5.0), stats
Imports: Icens
Suggests: survival, ggplot2
Authors@R: c(person(given = c("Hunyong"), family = "Cho", email = "hunycho@live.unc.edu", role = c("aut", "cre")),
person(given = c("Nicholas", "P"), family = "Jewell", role = c("aut")),
person(given = c("Michael", "R"), family = "Kosorok", role = c("aut")),
person("Leo", "Breiman", role = "ctb", comment = "Author of incldued randomForest C codes"),
person("Adele", "Cutler", role = "ctb", comment = "Author of included randomForest Fortran codes"),
person("Andy", "Liaw", role = "ctb", comment = "Author of included randomForest R codes"),
person("Matthew", "Wiener", role = "ctb", comment = "Author of included randomForest R codes"),
person("Merck & Co. Inc.", role = "cph", comment = "Copyright holder of included randomForest R codes"),
person("The R Foundation", role = "cph", comment = "Copyright holder of included ksmooth C codes"))
Description: Implements interval censored recursive forests (ICRF) based on Cho, Jewell, and Kosorok (2020+).
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.
Maintainer: Hunyong Cho <hunycho@live.unc.edu>
License: GPL (>= 2)
NeedsCompilation: yes
Packaged: 2020-01-12 11:28:57 UTC; hycho
Repository: CRAN
Date/Publication: 2020-01-23 15:30:02 UTC
RoxygenNote: 6.1.1
Author: Hunyong Cho [aut, cre],
Nicholas P Jewell [aut],
Michael R Kosorok [aut],
Leo Breiman [ctb] (Author of incldued randomForest C codes),
Adele Cutler [ctb] (Author of included randomForest Fortran codes),
Andy Liaw [ctb] (Author of included randomForest R codes),
Matthew Wiener [ctb] (Author of included randomForest R codes),
Merck & Co. Inc. [cph] (Copyright holder of included randomForest R
codes),
The R Foundation [cph] (Copyright holder of included ksmooth C codes)