Cross-validated Bagged Prediction of Survival
Abstract
In this article, we show how to apply our previously proposed Deletion/Substitution/Addition algorithm in the context of right-censoring for the prediction of survival. Furthermore, we introduce how to incorporate bagging into the algorithm to obtain a cross-validated bagged estimator. The method is used for predicting the survival time of patients with diffuse large B-cell lymphoma based on gene expression variables.
Suggested Citation
Sandra E. Sinisi and Mark J. van der Laan. "Cross-validated Bagged Prediction of Survival" 2005
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