<?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 Density after Logarithmic or Power Transformation of
Data</dc:title>
  <dc:title>R package DENSaftertransform version 1.0</dc:title>
  <dc:description>Functions for computing: (1) the adaptive normal plug-in(PI) density estimate for data after the logarithmic transformation; (2) the adaptive log-normal PI density estimate for data after the power transformation with an exponent ranging from zero to one; (3) the single-bandwidth PI density estimate for data after the logarithmic transformation; (4) the single-bandwidth PI density estimate for data after the power transformation; (5) the data-driven bandwidth for the single-bandwidth PI estimator for data after the logarithmic transformation; (6) the rule-of-thumb bandwidth for the single-bandwidth PI estimator for data after the power transformation. For details, see the articles: (1) Savchuk, O. (2026) (submitted). Adaptive log-normal plug-in density estimator for power transformations. (2) Savchuk, O. (2026). Density estimation for log-transformed data. Computational Statistics, 41(98) &lt;doi:10.1007/s00180-026-01766-y&gt;. (3) Savchuk, O., Schick A. (2013). Density estimation for power transformations. Journal of Nonparametric Statistics, 25(3), 545-559 &lt;doi:10.1080/10485252.2013.811788&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:creator>Olga Savchuk &lt;olga.y.savchuk@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Olga Savchuk [aut, cre, cph]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2026-10-19</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=DENSaftertransform</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.DENSaftertransform</dc:identifier>
</oai_dc:dc>
