<?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>Statistical Tools for Filebacked Big Matrices</dc:title>
  <dc:title>R package bigstatsr version 1.6.2</dc:title>
  <dc:subject>CRAN Task View: HighPerformanceComputing (https://CRAN.R-project.org/view=HighPerformanceComputing)</dc:subject>
  <dc:description>Easy-to-use, efficient, flexible and scalable statistical tools.
  Package bigstatsr provides and uses Filebacked Big Matrices via memory-mapping.
  It provides for instance matrix operations, Principal Component Analysis,
  sparse linear supervised models, utility functions and more
  &lt;doi:10.1093/bioinformatics/bty185&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.4)</dc:relation>
  <dc:relation>Imports: bigassertr (&gt;= 0.1.7), bigparallelr (&gt;= 0.2.3), cowplot,
foreach, ggplot2 (&gt;= 3.0), graphics, methods, ps (&gt;= 1.4),
Rcpp, rmio (&gt;= 0.4), RSpectra, stats, tibble, utils</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo, rmio</dc:relation>
  <dc:relation>Suggests: bigmemory (&gt;= 4.5.33), bigreadr (&gt;= 0.2), covr, data.table,
dplyr, glmnet, hexbin, memuse, ModelMetrics, plotly, ppcor,
RhpcBLASctl, spelling (&gt;= 1.2), testthat</dc:relation>
  <dc:creator>Florian Privé &lt;florian.prive.21@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Florian Privé [aut, cre],
  Michael Blum [ths],
  Hugues Aschard [ths]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-07-29</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=bigstatsr</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.bigstatsr</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
