Package: exactamente
Title: Explore the Exact Bootstrap Method
Version: 0.1.1
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
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
NeedsCompilation: no
Packaged: 2023-08-29 15:18:43 UTC; Administrator
Author: Mackson Ncube [aut, cre],
  mightymetrika, LLC [cph, fnd]
Maintainer: Mackson Ncube <macksonncube.stats@gmail.com>
Repository: CRAN
Date/Publication: 2023-08-29 17:00:05 UTC
Built: R 4.6.0; ; 2026-04-28 17:18:18 UTC; unix
