<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Sparse-Group Lasso via Semismooth Newton Augmented Lagrangian</dc:title>
  <dc:title>R package sglssnal version 0.1.0</dc:title>
  <dc:description>Implements the sparse-group lasso method of Zhang et al.
    (2020) &lt;doi:10.1007/s10107-018-1329-6&gt;. Unlike many widely available
    methods based on first-order descent, this method uses second-order
    information to solve the dual optimization problem via a semismooth
    Newton method.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.4.0)</dc:relation>
  <dc:relation>Imports: Matrix, Rcpp, RSpectra, methods, utils</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, spelling, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Robin Liu &lt;robin28liu@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Robin Liu [aut, cre],
  Yangjing Zhang [ctb] (Author of the original MATLAB SSNAL
    implementation this package ports)</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=sglssnal/LICENSE)</dc:rights>
  <dc:date>2026-09-11</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=sglssnal</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.sglssnal</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
