Package: npboottprm
Title: Nonparametric Bootstrap Test with Pooled Resampling
Version: 0.3.2.9000
Authors@R: c(
    person("Mackson", "Ncube", , "macksonncube.stats@gmail.com", role = c("aut", "cre")),
    person("mightymetrika, LLC", role = c("cph", "fnd"))
  )
Description: Addressing crucial research questions often necessitates a
        small sample size due to factors such as distinctive target
        populations, rarity of the event under study, time and cost
        constraints, ethical concerns, or group-level unit of analysis.
        Many readily available analytic methods, however, do not
        accommodate small sample sizes, and the choice of the best
        method can be unclear. The 'npboottprm' package enables the
        execution of nonparametric bootstrap tests with pooled
        resampling to help fill this gap. Grounded in the statistical
        methods for small sample size studies detailed in Dwivedi,
        Mallawaarachchi, and Alvarado (2017) <doi:10.1002/sim.7263>,
        the package facilitates a range of statistical tests,
        encompassing independent t-tests, paired t-tests, and one-way
        Analysis of Variance (ANOVA) F-tests. The nonparboot() function
        undertakes essential computations, yielding detailed outputs
        which include test statistics, effect sizes, confidence
        intervals, and bootstrap distributions. Further, 'npboottprm'
        incorporates an interactive 'shiny' web application,
        nonparboot_app(), offering intuitive, user-friendly data
        exploration.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
URL: https://github.com/mightymetrika/npboottprm
BugReports: https://github.com/mightymetrika/npboottprm/issues
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Depends: R (>= 2.10)
LazyData: true
Imports: DT, fGarch, ggplot2, lmPerm, MASS, MKinfer, mmints, shiny,
        shinythemes, sn
Config/pak/sysreqs: cmake libgmp3-dev make libicu-dev libsodium-dev
        libuv1-dev libpq-dev libx11-dev zlib1g-dev
Repository: https://mightymetrika.r-universe.dev
Date/Publication: 2024-09-20 01:30:14 UTC
RemoteUrl: https://github.com/mightymetrika/npboottprm
RemoteRef: HEAD
RemoteSha: b5549cc42a8d801f5e4f64b2681a7db2c7aa28fd
NeedsCompilation: no
Packaged: 2026-07-16 05:35:42 UTC; root
Author: Mackson Ncube [aut, cre],
  mightymetrika, LLC [cph, fnd]
Maintainer: Mackson Ncube <macksonncube.stats@gmail.com>