npboottprm

0.3.2

Nonparametric Bootstrap Test with Pooled Resampling

2packages depend

2.4Kdownloads / year

9.1%test coverage

12/13checks pass

Overview

About

Maintained by Mackson NcubeFirst published 2023-08-086 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("npboottprm", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mightymetrika/npboottprm")

Development version from mightymetrika/npboottprm. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-npboottprm

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-npboottprm

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-npboottprm

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 5.0 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.06

9.1%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 220 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 78%

Downloads

2.4K

CRAN downloads in the past year

Rank #20,053 · ~6/day · ~198/mo

Releases R versions

Daily download trend is not available in this view yet.

15730 days

55290 days

2.4K1 year

Compare downloads with other packages →

Also on101 r2u

Repository

GitHub ↗ mightymetrika/npboottprm

1Stars

1Forks

1Open issues

0Open PRs

6Releases

85Commits

2Contributors

datasciencenonparametricrstatistics

85 commits · Last activity 2024-09-20 · 0% stars, 30d

Stars over time

2024-07-04 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/mightymetrika/npboottprm on 2026-08-02.

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (10)

DT fGarch ggplot2 lmPermMASSMKinfer mmints shiny shinythemes sn

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

bootwar npboottprmFBar

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Mackson Ncube

Author, Maintainer

Authors (1)

Mackson Ncube

Author, Maintainer

mightymetrika, LLC

Funders (1)

mightymetrika, LLC

Package Timeline

6 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.3.2Latest
2024-09-13 · current release · diff ↗
0.3.1
2024-07-17 · diff ↗
0.3.0
2024-06-21 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.2.1
2024-02-23 · diff ↗
0.2.0
2023-11-25 · diff ↗
0.1.0
2023-08-08
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-08-08
Total releases: 6 / 3 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 2.9 KB / 8 files
Download size: 54 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →