R Observatory: Metrics for amp version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

amp

1.0.0Package record

Statistical Test for the Multivariate Point Null Hypotheses

0packages depend

4Kdownloads / year

10.8%test coverage

11/13flavors OK

Overview

About

Maintained by Adam ElderCRAN page ↗GitHub ↗Issues ↗

A testing framework for testing the multivariate point null hypothesis. A testing framework described in Elder et al. (2022) arXiv:2203.01897 to test the multivariate point null hypothesis. After the user selects a parameter of interest and defines the assumed data generating mechanism, this information should be encoded in functions for the parameter estimator and its corresponding influence curve. Some parameter and data generating mechanism combinations have codings in this package, and are explained in detail in the article.

Install

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

install.packages("amp", 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("adam-s-elder/amp")

Development version from adam-s-elder/amp. 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-amp

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-amp

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-amp

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Adam Elder <shmelder@gmail.com>’

The Description field contains
  A testing framework described in Elder et al. (2022) <arXiv:2203.01897>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

CRAN check page ↗

Slowest check: 3.4 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMEYes · 35 wordsVignettesYes · 2 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 21
Examples that run: 69%9 run in a plain check · 4 hold no code
Exported functions with examples: 72%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (2)

Better Understanding Test Controls HTML
run_test_prebuilt_ic HTML

How these are measured

Downloads

4K

CRAN downloads in the past year

Rank #8,529 · ~11/day · ~332/mo

Releases R versions

Daily download trend is not available in this view yet.

46930 days

1.1K90 days

4K1 year

Compare downloads with other packages →

Also on82 r2u45 autocran

How downloads are counted

Repository

adam-s-elder/amp ↗Account: adam-s-elder

0Stars

0Forks

0Open issues

0Open PRs

0Releases

License file reads as GPL-3.0 · Last activity 2022-07-11 · Default branch at 1.0.1, ahead of CRAN 1.0.0 (checked 2026-10-22)

Responsiveness

not measured

How these are measured

PracticesBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/adam-s-elder/amp on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing amp adds 45 packages (24 with compiled code, 47 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (0)

none

Imports (8)

MASSstatsSuperLearner glmnet dplyr rlang ggplot2 tidyr

LinkingTo (0)

none

Suggests (3)

rmarkdown knitr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Adam Elder

Author, Maintainer since 1.0.0 (2022)

Marco Carone

Thesis advisor

Alex Luedtke

Thesis advisor

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0.0Latest
record
2022-04-06 · current release
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-06
Total releases: 1 / 4 yrs
License: GPL (>= 3) OSI
Download size: 130 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("amp")

Format

Elder, A., Carone, M., & Luedtke, A. (2022). amp: Statistical Test for the Multivariate Point Null Hypotheses (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.amp

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 amp version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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