<?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>Explore the Exact Bootstrap Method</dc:title>
  <dc:title>R package exactamente version 0.1.1</dc:title>
  <dc:description>Researchers often use the bootstrap to understand a sample drawn
    from a population with unknown distribution. The exact bootstrap method is a
    practical tool for exploring the distribution of small sample size data. For
    a sample of size n, the exact bootstrap method generates the entire space of
    n to the power of n resamples and calculates all realizations of the selected
    statistic. The 'exactamente' package includes functions for implementing two
    bootstrap methods, the exact bootstrap and the regular bootstrap. The
    exact_bootstrap() function applies the exact bootstrap method following
    methodologies outlined in Kisielinska (2013) &lt;doi:10.1007/s00180-012-0350-0&gt;.
    The regular_bootstrap() function offers a more traditional bootstrap approach,
    where users can determine the number of resamples. The e_vs_r() function
    allows users to directly compare results from these bootstrap methods. To
    augment user experience, 'exactamente' includes the function exactamente_app()
    which launches an interactive 'shiny' web application. This application
    facilitates exploration and comparison of the bootstrap methods, providing
    options for modifying various parameters and visualizing results.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: ggplot2, methods, shiny, shinythemes</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Mackson Ncube &lt;macksonncube.stats@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Mackson Ncube [aut, cre],
  mightymetrika, LLC [cph, fnd]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=exactamente/LICENSE)</dc:rights>
  <dc:date>2023-08-29</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=exactamente</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.exactamente</dc:identifier>
</oai_dc:dc>
