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) <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: 1.0.0
Depends: R (≥ 2.10)
Imports: Rcpp, methods, stats, graphics
LinkingTo: RcppArmadillo, Rcpp
Suggests: knitr, rmarkdown, ggplot2, patchwork, testthat (≥ 3.0.0)
Published: 2024-02-21
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_1.0.0.tar.gz
Windows binaries: r-devel: tlars_0.0.1.zip, r-release: tlars_1.0.0.zip, r-oldrel: tlars_0.0.1.zip
macOS binaries: r-release (arm64): tlars_1.0.0.tgz, r-oldrel (arm64): tlars_1.0.0.tgz, r-release (x86_64): tlars_1.0.0.tgz
Old sources: tlars archive

Reverse dependencies:

Reverse imports: TRexSelector

Linking:

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