R Observatory: Metrics for npboottprm version 0.3.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

npboottprm

0.3.2Package record

Nonparametric Bootstrap Test with Pooled Resampling

2packages depend

2.4Kdownloads / year

9.1%test coverage

13/13flavors OK

Overview

About

Maintained by Mackson NcubeCRAN page ↗GitHub ↗Issues ↗Declared funder: mightymetrika, LLC

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.2

READMEYes · 220 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 77 (9 internal)
Examples that run: 100%60 run in a plain check (3 of them under a condition)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 78%

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #20,409 · ~7/day · ~201/mo

Releases R versions

Daily download trend is not available in this view yet.

24830 days

65490 days

2.4K1 year

Compare downloads with other packages →

Also on72 r2u4 autocran

How downloads are counted

Repository

mightymetrika/npboottprm ↗Account: mightymetrika

1Stars

1Forks

1Open issues

0Open PRs

6Releases

85Commits

2Commit identities

datasciencenonparametricrstatistics

85 commits · Last activity 2024-09-20 · 0% stars, 30d · Default branch at 0.3.2.9000, ahead of CRAN 0.3.2 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 8
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-07-04 · 12026-07-07 · 1

How these are measured

PracticesBeta

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

Checks run against github.com/mightymetrika/npboottprm on 2026-10-21.

Docs source (1)

README.Rmd

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing npboottprm adds 133 packages (71 with compiled code, 96 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

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

Imports 2

Depends, Imports or LinkingTo, most downloaded first

bootwar npboottprmFBar

How these are counted

Code & Tests

Datasets

People & History

People (2)

Mackson Ncube

Author, Maintainer since 0.1.0 (2023)

mightymetrika, LLC

Copyright holder, Funder

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.3.2Latest
record
2024-09-13 · current release · diff ↗
0.3.1
record
2024-07-17 · diff ↗
0.3.0
record
2024-06-21 · diff ↗ ·
added 1 export
replext_pgsql
R
R 4.4.0 released · 2024-04-24
0.2.1
record
2024-02-23 · diff ↗
0.2.0
record
2023-11-25 · diff ↗ ·
added 57 exports
replext, replext_t2_c1.1, replext_t2_c1.2, replext_t2_c2.1, replext_t2_c2.2, replext_t2_c3.1, replext_t2_c3.2, replext_t2_c4.1, replext_t2_c4.2, replext_t3_c1.1, replext_t3_c1.2, replext_t3_c2.1, replext_t3_c2.2, replext_t3_c3.1, replext_t3_c3.2, replext_t3_c4.1, replext_t3_c4.2, replext_t3_c5.1, replext_t3_c5.2, replext_t4_c1.1, replext_t4_c2.1, replext_t4_c3.1, replext_t4_c4.1, replext_t4_c5.1, replext_t4_c6.1, replext_t4_c7.1, replext_t5_c1.1, replext_t5_c1.2, replext_t5_c1.3, replext_t5_c2.1 and 27 more
0.1.0
record
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

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("npboottprm")

Format

Ncube, M., & mightymetrika, LLC. (2024). npboottprm: Nonparametric Bootstrap Test with Pooled Resampling (Version 0.3.2) [Computer software]. https://doi.org/10.32614/CRAN.package.npboottprm

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for npboottprm version 0.3.2 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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