<?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>Estimating Remaining Useful Life with Linear Mixed Effects
Models</dc:title>
  <dc:title>R package degradr version 1.0.2</dc:title>
  <dc:description>Provides tools for estimating the Remaining Useful Life (RUL) of degrading systems using linear mixed-effects models and creating a health index. It supports both univariate and multivariate degradation signals. For multivariate inputs, the signals are merged into a univariate health index prior to modeling. Linear and exponential degradation trajectories are supported (the latter using a log transformation). Remaining Useful Life (RUL) distributions are estimated using Bayesian updating for new units, enabling on-site predictive maintenance. Based on the methodology of Liu and Huang (2016) &lt;doi:10.1109/TASE.2014.2349733&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.5)</dc:relation>
  <dc:relation>Imports: dplyr, nlme, quadprog, ggplot2</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Pedro Abraham Montoya Calzada &lt;pedroabraham.montoya@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Pedro Abraham Montoya Calzada [aut, cre, cph] (ORCID:
    &lt;https://orcid.org/0009-0002-3497-210X&gt;),
  Rogelio Salinas Gutiérrez [aut, cph] (ORCID:
    &lt;https://orcid.org/0000-0002-1669-4460&gt;),
  Silvia Rodríguez-Narciso [aut, cph] (ORCID:
    &lt;https://orcid.org/0000-0001-5429-5914&gt;),
  Netzahualcóyotl Castañeda-Leyva [aut, cph] (ORCID:
    &lt;https://orcid.org/0000-0001-9414-3923&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-03-26</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=degradr</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.degradr</dc:identifier>
</oai_dc:dc>
