Package: exactamente
Title: Explore the Exact Bootstrap Method
Version: 0.1.1.9000
Authors@R: c(
    person("Mackson", "Ncube", , "macksonncube.stats@gmail.com", role = c("aut", "cre")),
    person("mightymetrika, LLC", role = c("cph", "fnd"))
  )
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)
        <doi:10.1007/s00180-012-0350-0>. 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.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
URL: https://github.com/mightymetrika/exactamente
BugReports: https://github.com/mightymetrika/exactamente/issues
Imports: ggplot2, methods, shiny, shinythemes
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/pak/sysreqs: cmake make libuv1-dev zlib1g-dev
Repository: https://mightymetrika.r-universe.dev
Date/Publication: 2023-08-30 14:43:15 UTC
RemoteUrl: https://github.com/mightymetrika/exactamente
RemoteRef: HEAD
RemoteSha: a667dbfa37095308ed735ee459b1713fcd46f5ef
NeedsCompilation: no
Packaged: 2026-07-21 07:53:16 UTC; root
Author: Mackson Ncube [aut, cre],
  mightymetrika, LLC [cph, fnd]
Maintainer: Mackson Ncube <macksonncube.stats@gmail.com>