Bagging survival tree procedure for variable selection and prediction in the presence of nonsusceptible patients

For clinical genomic studies with high-dimensional datasets, tree-based ensemble methods offer a powerful solution for variable selection and prediction taking into account the complex interrelationships between explanatory variables.