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