Package: icrf
Title: Interval Censored Recursive Forests
Version: 2.0.2
Date: 2022-10-29
Depends: R (>= 3.5.0), stats
biocViews:
Suggests: survival, ggplot2
Authors@R: c(person(given = c("Hunyong"), family = "Cho", email = "hunyong.cho@gmail.com", 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 code"),
person("Adele", "Cutler", role = "ctb", comment = "Author of included randomForest Fortran code"),
person("Andy", "Liaw", role = "ctb", comment = "Author of included randomForest R code"),
person("Matthew", "Wiener", role = "ctb", comment = "Author of included randomForest R code"),
person("Alain Vandal", "Robert Gentleman", role = "ctb", comment = "Author of included Icens R code"),
person("Merck & Co. Inc.", role = "cph", comment = "Copyright holder of included randomForest R code"),
person("Alain Vandal", "Robert Gentleman", role = "cph", comment = "Copyright holder of included Icens R code"),
person("The R Foundation", role = "cph", comment = "Copyright holder of included ksmooth C code"))
Description: 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.
Maintainer: Hunyong Cho <hunyong.cho@gmail.com>
License: GPL (>= 2)
NeedsCompilation: yes
Packaged: 2022-10-29 13:37:00 UTC; hunyongcho
Repository: CRAN
Date/Publication: 2022-10-29 22:00:18 UTC
RoxygenNote: 7.1.1
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)