<?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>Factor Analysis for Data</dc:title>
  <dc:title>R package fad version 0.9-3</dc:title>
  <dc:description>Compute maximum likelihood estimators of parameters in a Gaussian factor model using
  the the matrix-free methodology described in Dai et al. (2020) &lt;doi:10.1080/10618600.2019.1704296&gt;.
  In contrast to the factanal() function from 'stats' package, fad() can handle high-dimensional datasets where
  number of variables exceed the sample size and is also substantially faster than the EM algorithms.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.0.2), methods, RSpectra (&gt;= 0.16-1)</dc:relation>
  <dc:relation>Imports: Matrix (&gt;= 1.1-0), Rcpp (&gt;= 0.11.5)</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RSpectra, RcppEigen</dc:relation>
  <dc:relation>Suggests: knitr, GPArotation</dc:relation>
  <dc:creator>Somak Dutta &lt;somakd@iastate.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Somak Dutta [aut, cre],
  Fan Dai [aut],
  Ranjan Maitra [ctb]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-08-27</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=fad</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.fad</dc:identifier>
</oai_dc:dc>
