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.


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Reference manual

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install.packages("icrf")

1.0.0 by Hunyong Cho, 8 months ago


Browse source code at https://github.com/cran/icrf


Authors: 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)


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Icens

Depends on stats

Suggests survival, ggplot2


See at CRAN