The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

uni.survival.tree: A Survival Tree Based on Stabilized Score Tests for High-dimensional Covariates

A classification (decision) tree is constructed from survival data with high-dimensional covariates. The method is a robust version of the logrank tree, where the variance is stabilized. The main function "uni.tree" returns a classification tree for a given survival dataset. The inner nodes (splitting criterion) are selected by minimizing the P-value of the two-sample the score tests. The decision of declaring terminal nodes (stopping criterion) is the P-value threshold given by an argument (specified by user). This tree construction algorithm is proposed by Emura et al. (2021, in review).

Version: 1.5
Depends: survival, compound.Cox
Published: 2021-03-22
DOI: 10.32614/CRAN.package.uni.survival.tree
Author: Takeshi Emura and Wei-Chern Hsu
Maintainer: Takeshi Emura <takeshiemura at gmail.com>
License: GPL-3
NeedsCompilation: no
CRAN checks: uni.survival.tree results

Documentation:

Reference manual: uni.survival.tree.pdf

Downloads:

Package source: uni.survival.tree_1.5.tar.gz
Windows binaries: r-devel: uni.survival.tree_1.5.zip, r-release: uni.survival.tree_1.5.zip, r-oldrel: uni.survival.tree_1.5.zip
macOS binaries: r-release (arm64): uni.survival.tree_1.5.tgz, r-oldrel (arm64): uni.survival.tree_1.5.tgz, r-release (x86_64): uni.survival.tree_1.5.tgz, r-oldrel (x86_64): uni.survival.tree_1.5.tgz
Old sources: uni.survival.tree archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=uni.survival.tree to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.