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tlars: The T-LARS Algorithm: Early-Terminated Forward Variable Selection

Computes the solution path of the Terminating-LARS (T-LARS) algorithm. The T-LARS algorithm is a major building block of the T-Rex selector (see R package 'TRexSelector'). The package is based on the papers Machkour, Muma, and Palomar (2022) <doi:10.48550/arXiv.2110.06048>, Efron, Hastie, Johnstone, and Tibshirani (2004) <doi:10.1214/009053604000000067>, and Tibshirani (1996) <doi:10.1111/j.2517-6161.1996.tb02080.x>.

Version: 1.0.1
Depends: R (≥ 2.10)
Imports: Rcpp, methods, stats, graphics
LinkingTo: RcppArmadillo, Rcpp
Suggests: knitr, rmarkdown, ggplot2, patchwork, testthat (≥ 3.0.0)
Published: 2024-02-24
DOI: 10.32614/CRAN.package.tlars
Author: Jasin Machkour [aut, cre], Simon Tien [aut], Daniel P. Palomar [aut], Michael Muma [aut]
Maintainer: Jasin Machkour <jasin.machkour at tu-darmstadt.de>
BugReports: https://github.com/jasinmachkour/tlars/issues
License: GPL (≥ 3)
URL: https://github.com/jasinmachkour/tlars, https://arxiv.org/abs/2110.06048
NeedsCompilation: yes
Citation: tlars citation info
Materials: README NEWS
CRAN checks: tlars results

Documentation:

Reference manual: tlars.pdf
Vignettes: The Terminating-LARS (T-LARS) Method: Usage and Simulations

Downloads:

Package source: tlars_1.0.1.tar.gz
Windows binaries: r-devel: tlars_1.0.1.zip, r-release: tlars_1.0.1.zip, r-oldrel: tlars_1.0.1.zip
macOS binaries: r-release (arm64): tlars_1.0.1.tgz, r-oldrel (arm64): tlars_1.0.1.tgz, r-release (x86_64): tlars_1.0.1.tgz, r-oldrel (x86_64): tlars_1.0.1.tgz
Old sources: tlars archive

Reverse dependencies:

Reverse imports: TRexSelector

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tlars 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.