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tramvs: Optimal Subset Selection for Transformation Models

Greedy optimal subset selection for transformation models (Hothorn et al., 2018, <doi:10.1111/sjos.12291> ) based on the abess algorithm (Zhu et al., 2020, <doi:10.1073/pnas.2014241117> ). Applicable to models from packages 'tram' and 'cotram'.

Version: 0.0-6
Depends: R (≥ 4.0), tram (≥ 0.6-1)
Imports: stats, variables, methods, cotram, future, future.apply, mvtnorm
Suggests: abess, tramnet, colorspace, knitr, mlt, TH.data, survival, ordinal, testthat (≥ 3.0.0)
Published: 2024-09-04
DOI: 10.32614/CRAN.package.tramvs
Author: Lucas Kook [aut, cre], Sandra Siegfried [ctb], Torsten Hothorn [ctb]
Maintainer: Lucas Kook <lucasheinrich.kook at gmail.com>
License: GPL-3
URL: http://ctm.R-forge.R-project.org
NeedsCompilation: no
CRAN checks: tramvs results

Documentation:

Reference manual: tramvs.pdf
Vignettes: tramvs (source, R code)

Downloads:

Package source: tramvs_0.0-6.tar.gz
Windows binaries: r-devel: tramvs_0.0-6.zip, r-release: tramvs_0.0-6.zip, r-oldrel: tramvs_0.0-6.zip
macOS binaries: r-release (arm64): tramvs_0.0-6.tgz, r-oldrel (arm64): tramvs_0.0-6.tgz, r-release (x86_64): tramvs_0.0-6.tgz, r-oldrel (x86_64): tramvs_0.0-6.tgz
Old sources: tramvs archive

Linking:

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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.