<?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 Nonparametric Regression for High-Dimensional Data</dc:title>
  <dc:title>R package cossonet version 1.0</dc:title>
  <dc:description>Estimation of sparse nonlinear functions in nonparametric regression using component selection and smoothing. Designed for the analysis of high-dimensional data, the models support various data types, including exponential family models and Cox proportional hazards models. The methodology is based on Lin and Zhang (2006) &lt;doi:10.1214/009053606000000722&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: cosso, survival, stats, MASS, glmnet, graphics</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, testthat (&gt;= 3.0.0), usethis (&gt;= 2.1.5),
devtools</dc:relation>
  <dc:creator>Jieun Shin &lt;jieunstat@uos.ac.kr&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Jieun Shin [aut, cre]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-03-13</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=cossonet</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.cossonet</dc:identifier>
</oai_dc:dc>