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.


Reference manual

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1.0 by Cyprien Mbogning, 2 years ago

Browse source code at

Authors: Cyprien Mbogning and Philippe Broet

Documentation:   PDF Manual  

GPL (>= 2.0) license

Imports Rcpp

Depends on survival, rpart, parallel

Linking to Rcpp

See at CRAN