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.html , tlars.pdf
Vignettes:	The Terminating-LARS (T-LARS) Method: Usage and Simulations (source, R code)

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:

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