R Observatory: Metrics for statim version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

statim

0.1.0Package record

A Declarative Interface for Statistical Inference

0packages depend

643downloads / year

89.9%test coverage

13/13flavors OK

Overview

About

Maintained by Joshua MarieCRAN page ↗GitHub ↗Website ↗Issues ↗

A declarative interface for statistical inference built on the S7 object system. The layouts of the statistical inference are described using expressive variable mappers, null hypotheses are stated as mathematical expressions over population parameters, and estimation is deferred until explicitly requested. Supports estimation method involving hypothesis testing and model-based inference with an extensible variant system for registering custom estimation methods.

Changes in 0.1.0

Initial CRAN submission.
New and much modern approach to statistical inference in R
Core API built with S7, taking advantage of formal classes and constructors.
Two complementary interfaces: 1. Eager Form Approach: `` r <<STAT_FN>>(<var_id>, <data>) ` 2. Piped/Grammar Syntax ` r ... |> define_model(<data/var_id>, <data/var_id>) |> prepare_*(<<STAT_FN>>) |> state_null(<expr>) |> via("<method>") |> conclude() |> <output-process-fn>() ``

From NEWS.md in the release

Install

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

install.packages("statim", 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("s7-stats/statim")

Development version from s7-stats/statim. 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-statim

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-statim

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-statim

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: 3.2 min · r-oldrel-macos-x86_64

Status changes

OK13 OKNow
OK6 OK2026-08-08

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 658 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 0.1.0Citation fileYes · software entry onlyWebsiteYes · pkgdown

Help pages: 73 (9 internal)includes a package overview page
Examples that run: 100%42 run in a plain check
Exported functions with examples: 55%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 1%

Vignettes (1)

Getting started with statim

How these are measured

Downloads

643

CRAN downloads in the past year

Rank #20,412 · ~2/day · ~54/mo

Releases R versions

Daily download trend is not available in this view yet.

26230 days

64390 days

6431 year

Compare downloads with other packages →

Also on13 r2u3 autocran

How downloads are counted

Repository

s7-stats/statim ↗Organization: s7-stats

5Stars

4Forks

5Open issues

1Open PRs

1Releases

717Commits

2Commit identities

inferential-statisticsrrstatsrstats-packagestatisticss7tidy

717 commits · Last activity 2026-08-07 · Default branch at 0.1.0.9000, ahead of CRAN 0.1.0 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 83%
Median days to close, 50 most recently updated closed issues: 34
Median days to close, 50 most recently updated closed PRs: 2

Forks over time

2026-08-08 · 32026-10-14 · 4

How these are measured

PracticesBeta

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

Checks run against github.com/s7-stats/statim on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Governance and community (2)

Code of conductContributing guide

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-08-07 · The repository has a site deploy workflow

pkgdown site last built 2026-07-22, before release 0.1.0 (2026-08-07)

Coverage (1)

Coverage reporting

Show all practicesHide 1 practice

Lint, format, editor (4)

lintrLint workflowAirVS Code

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

31 external dependencies (excludes base and recommended)

Installing statim adds 14 packages (9 with compiled code, 4.6 MB of source tarballs). Heaviest: vctrs 1.0 MB, rlang 766 KB, cli 629 KB.

Depends (1)

R >= 4.1.0

Imports (10)

rlang cli vctrs tibble S7 tidyselectstatsutilstabstats pillar

LinkingTo (0)

none

Suggests (24)

testthat magrittr box rmarkdown broom pander Rfast2 purrr tidyr dplyr forcats ggplot2 patchwork sysfonts showtext ggdist ggtextbootknitr fansi lintr rstatix readr withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Joshua Marie

Author, Maintainer since 0.1.0 (2026)

Antoine Soetewey

Author

Releases (1)

0.1.0Latest
record
2026-08-07 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-08-07
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 502 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("statim")

The package provides a citation file, so citation() returns the authors' own entry.

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 statim version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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