<?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>Calculate the Standardized Difference for Numeric, Binary and
Category Variables in Apache Spark</dc:title>
  <dc:title>R package stddiff.spark version 1.0</dc:title>
  <dc:description>Provides functions to compute standardized differences for numeric, binary,
    and categorical variables on Apache Spark DataFrames using 'sparklyr'.
    The implementation mirrors the methods used in the 'stddiff' package but
    operates on distributed data. See Zhicheng Du, Yuantao Hao (2022) 
    &lt;doi:10.32614/CRAN.package.stddiff&gt; for reference.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: dplyr (&gt;= 1.1.0), tidyr (&gt;= 1.3.0), sparklyr (&gt;= 1.8.0)</dc:relation>
  <dc:relation>Suggests: stddiff (&gt;= 2.1.0), testthat (&gt;= 3.0.0), withr</dc:relation>
  <dc:creator>Alicja Januszkiewicz &lt;cran.alicja.januszkiewicz@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Alicja Januszkiewicz [aut, cre, cph]</dc:contributor>
  <dc:rights>GPL (&gt;= 3)</dc:rights>
  <dc:date>2026-01-15</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=stddiff.spark</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.stddiff.spark</dc:identifier>
</oai_dc:dc>
