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.

MoreLess

Year of publication:	2006
Authors:	Sinisi Sandra E. ; Romain, Neugebauer ; van der Laan Mark J.
Published in:	Statistical Applications in Genetics and Molecular Biology. - De Gruyter, ISSN 1544-6115. - Vol. 5.2006, 1, p. 1-26
Publisher:	De Gruyter

More details

Extent:	text/html
Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10008460157