icrf: Interval Censored Recursive Forests

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.

Getting started

Package details

AuthorHunyong 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)
MaintainerHunyong Cho <[email protected]>
LicenseGPL (>= 2)
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("icrf")

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icrf documentation built on Jan. 23, 2020, 5:06 p.m.