iBST: Improper Bagging Survival Tree

Fit a bagging survival tree on a mixture of population (susceptible and nonsusceptible) using either a pseudo R2 criterion or an adjusted Logrank criterion. The predictor is evaluated using the Out Of Bag Integrated Brier Score (IBS) and several scores of importance are computed for variable selection. The thresholds values for variable selection are computed using a nonparametric permutation test.

Package details

AuthorCyprien Mbogning and Philippe Broet
MaintainerCyprien Mbogning <cyprien.mbogning@gmail.com>
LicenseGPL (>= 2.0)
Package repositoryView on CRAN
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iBST documentation built on May 2, 2019, 12:33 p.m.