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.
- Version2.0.2
- R version≥ 3.5.0 stats
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- icrf citation info
- Last release10/29/2022
Documentation
Team
Hunyong Cho
Nicholas P Jewell
Show author detailsRolesAuthorMichael R Kosorok
Show author detailsRolesAuthorLeo Breiman
Show author detailsRolesContributorAdele Cutler
Show author detailsRolesContributorAndy Liaw
Show author detailsRolesContributorMatthew Wiener
Show author detailsRolesContributorAlain Vandal Robert Gentleman
Show author detailsRolesContributorMerck & Co. Inc.
Show author detailsRolesCopyright holderAlain Vandal Robert Gentleman
Show author detailsRolesCopyright holderThe R Foundation
Show author detailsRolesCopyright holder
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- Depends1 package
- Suggests2 packages