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2011 A review of survival trees
Imad Bou-Hamad, Denis Larocque, Hatem Ben-Ameur
Statist. Surv. 5: 44-71 (2011). DOI: 10.1214/09-SS047

Abstract

This paper presents a non–technical account of the developments in tree–based methods for the analysis of survival data with censoring. This review describes the initial developments, which mainly extended the existing basic tree methodologies to censored data as well as to more recent work. We also cover more complex models, more specialized methods, and more specific problems such as multivariate data, the use of time–varying covariates, discrete–scale survival data, and ensemble methods applied to survival trees. A data example is used to illustrate some methods that are implemented in R.

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Imad Bou-Hamad. Denis Larocque. Hatem Ben-Ameur. "A review of survival trees." Statist. Surv. 5 44 - 71, 2011. https://doi.org/10.1214/09-SS047

Information

Published: 2011
First available in Project Euclid: 12 September 2011

zbMATH: 1274.62648
MathSciNet: MR3018509
Digital Object Identifier: 10.1214/09-SS047

Rights: Copyright © 2011 The author, under a Creative Commons Attribution License

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