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.

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Year of publication:	2009
Authors:	Sinisi, Sandra ; Neugebauer, Romain ; Laan, Mark van der
Published in:	Statistical Applications in Genetics and Molecular Biology. - Berkeley Electronic Press. - Vol. 5.2009, 1, p. 12-12
Publisher:	Berkeley Electronic Press
Subject:	bootstrap aggregating \| censoring \| cross-validation \| diffuse large-B-cell lymphoma \| D/S/A algorithm

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Extent:	application/pdf
Type of publication:	Article
Notes:	oai:bepress:
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10005046589