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Survival trees for left-truncated and right-censored data, with application to time-varying covariate data

Survival trees for left-truncated and right-censored data, with application to time-varying covariate data

Tree methods (recursive partitioning) are a popular class of nonparametric methods for analyzing data. One extension of the basic tree methodology is the survival tree, which applies recursive partitioning to censored survival data. There are several existing survival tree methods in the literature, which are mainly designed for right-censored data. …