A Survival Tree Based on Stabilized Score Tests for High-dimensional Covariates


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Documentation for package ‘uni.survival.tree’ version 1.5

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feature.selected The names of features that are selected in a tree
KM.split Kaplan-Meier estimator of binary splitting
risk.classification The risk ranks of the samples predicted by a tree
uni.logrank Univariate binary splits by the logrank test
uni.tree A survival tree based on stabilized score tests
X.pathway_discrete.balanced Generate a matrix of gene expressions (discrete version of X.pathway() against to Emura (2012)) in the presence of gene pathways
X.pathway_discrete.imbalanced Generate a matrix of unbalance gene expressions (discrete version of X.pathway() against to Emura (2012)) in the presence of gene pathways