<?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>Detecting Extremal Values in a Normal Linear Model</dc:title>
  <dc:title>R package devianLM version 1.1.0</dc:title>
  <dc:description>Provides a method to detect values poorly explained by a Gaussian linear model. The procedure is based on the maximum of the absolute value of the studentized residuals, which is a parameter-free statistic. This approach generalizes several procedures used to detect abnormal values during longitudinal monitoring of biological markers. For methodological details, see: Berthelot G., Saulière G., Dedecker J. (2025). "DEViaN-LM An R Package for Detecting Abnormal Values in the Gaussian Linear Model". HAL Id: hal-05230549. &lt;https://hal.science/hal-05230549&gt;. </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 2.10)</dc:relation>
  <dc:relation>Imports: Rcpp</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Geoffroy Berthelot &lt;geoffroy.berthelot@insep.fr&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Guillaume Sauliere [aut] (ORCID:
    &lt;https://orcid.org/0000-0001-8263-6456&gt;),
  Geoffroy Berthelot [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0003-4036-6114&gt;),
  Jérôme Dedecker [aut] (ORCID: &lt;https://orcid.org/0000-0002-8838-0356&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-04-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=devianLM</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.devianLM</dc:identifier>
</oai_dc:dc>
