OTRselect: Variable Selection for Optimal Treatment Decision

A penalized regression framework that can simultaneously estimate the optimal treatment strategy and identify important variables. Appropriate for either censored or uncensored continuous response.

Version: 1.3
Depends: stats, lars, survival, methods
Published: 2025-05-03
DOI: 10.32614/CRAN.package.OTRselect
Author: Wenbin Lu [aut], Hao Helen Zhang [aut], Donglin Zeng [aut], Yuan Geng [aut], Shannon T. Holloway [aut, cre]
Maintainer: Shannon T. Holloway <shannon.t.holloway at gmail.com>
License: GPL-2
NeedsCompilation: no
Materials: NEWS
In views: CausalInference
CRAN checks: OTRselect results

Documentation:

Reference manual: OTRselect.pdf

Downloads:

Package source: OTRselect_1.3.tar.gz
Windows binaries: r-devel: OTRselect_1.2.zip, r-release: OTRselect_1.2.zip, r-oldrel: OTRselect_1.2.zip
macOS binaries: r-release (arm64): OTRselect_1.2.tgz, r-oldrel (arm64): OTRselect_1.2.tgz, r-release (x86_64): OTRselect_1.2.tgz, r-oldrel (x86_64): OTRselect_1.2.tgz
Old sources: OTRselect archive

Linking:

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