Cross-Validated Bagged Prediction of Survival
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.
Sandra E. Sinisi, Romain Neugebauer, and Mark J. van der Laan. "Cross-Validated Bagged Prediction of Survival" Statistical Applications in Genetics and Molecular Biology 5.1 (2007).
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