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DESCRIPTION
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DESCRIPTION
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Package: tlars
Title: The T-LARS Algorithm: Early-Terminated Forward Variable Selection
Version: 1.0.1
Date: 2024-02-24
Description: 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>.
Authors@R:
c(
person("Jasin", "Machkour", , "[email protected]", role = c("aut", "cre")),
person("Simon", "Tien", , email = "[email protected]", role = "aut"),
person(c("Daniel", "P."), "Palomar", , "[email protected]", role = "aut"),
person("Michael", "Muma", , "[email protected]", role = "aut")
)
Maintainer: Jasin Machkour <[email protected]>
URL: https://github.com/jasinmachkour/tlars,
https://arxiv.org/abs/2110.06048
BugReports: https://github.com/jasinmachkour/tlars/issues
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Suggests:
knitr,
rmarkdown,
ggplot2,
patchwork,
testthat (>= 3.0.0)
Config/testthat/edition: 3
Imports:
Rcpp,
methods,
stats,
graphics
Depends:
R (>= 2.10)
LinkingTo:
RcppArmadillo,
Rcpp
VignetteBuilder: knitr