Package: icRSF
Type: Package
Title: A Modified Random Survival Forest Algorithm
Version: 1.2
Date: 2018-2-26
Author: Hui Xu and Raji Balasubramanian
Maintainer: Hui Xu <huix@schoolph.umass.edu>
Description: Implements a modification to the Random Survival Forests algorithm for obtaining variable importance in high dimensional datasets. The proposed algorithm is appropriate for settings in which a silent event is observed through sequentially administered, error-prone self-reports or laboratory based diagnostic tests.  The modified algorithm incorporates a formal likelihood framework that accommodates sequentially administered, error-prone self-reports or laboratory based diagnostic tests. The original Random Survival Forests algorithm is modified by the introduction of a new splitting criterion based on a likelihood ratio test statistic.
License: GPL (>= 2)
Imports: Rcpp (>= 0.11.3), icensmis, parallel, stats
LinkingTo: Rcpp
RoxygenNote: 6.0.1
NeedsCompilation: yes
Packaged: 2018-02-27 05:13:31 UTC; adaxu
Repository: CRAN
Date/Publication: 2018-02-27 05:25:02 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-26 00:56:59 UTC; unix
Archs: icRSF.so.dSYM
