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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.
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Package details |
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| 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) |
| Maintainer | Hunyong Cho <hunyong.cho@gmail.com> |
| License | GPL (>= 2) |
| Version | 2.0.2 |
| Package repository | View on CRAN |
| Installation |
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