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CRAN: Package tlars

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: Downloads: Reverse dependencies: Linking:

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