R Observatory: Metrics for enrichwith version 0.6

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

enrichwith

0.6Package record

Methods to Enrich R Objects with Extra Components

4packages dependsuggested by 1

131.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Ioannis KosmidisCRAN page ↗GitHub ↗Issues ↗

Provides the "enrich()" method for augmenting list-like R objects with additional, model-specific components. Methods are currently available for objects of class "family", "link-glm", "lm", "glm", and "betareg". Enriched objects retain their original class and remain compatible with existing methods. For example, enriching a "glm" object produces an "enriched_glm" object that also inherits from "glm". In addition to the standard components, the "enriched_glm" object includes methods for simulation and functions to compute scores, observed and expected information matrices, first-order bias, and other model quantities such as densities, probabilities, and quantiles, which can be evaluated at use-supplied parameter values. The package also provides tools for generating customizable source code templates for the structured implementation of methods to compute new components and enrich arbitrary objects.

Install

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

install.packages("enrichwith", 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("ikosmidis/enrichwith")

Development version from ikosmidis/enrichwith. 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-enrichwith

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-enrichwith

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-enrichwith

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: 2.6 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-10-03
NOTE11 OK, 2 NOTE2026-09-12
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.6

READMEYes · 531 wordsVignettesYes · 3 · dynamicNEWSYes · 67% structured · does not mention 0.6Citation fileYes · computed when R runs itWebsitenot declared in DESCRIPTION

Help pages: 47includes a package overview page
Examples that run: 18%2 run in a plain check · 9 never run
Exported functions with examples: 17%
Documented parameters: 100%
Return-value docs: 25%
Help pages citing references: 2%

Vignettes (3)

How these are measured

Downloads

131.3K

CRAN downloads in the past year

Rank #1,095 · ~360/day · ~10.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

12.4K30 days

33.8K90 days

131.3K1 year

Compare downloads with other packages →

Also on3.2K r2u4 autocran1.8K conda_forge70 c2d4u

How downloads are counted

Repository

ikosmidis/enrichwith ↗Account: ikosmidis

5Stars

1Forks

0Open issues

0Open PRs

1Releases

195Commits

1Commit identities

infrastructurer

195 commits · Last activity 2026-04-29 · The default branch showed an older version (0.5.0) than CRAN on 2026-10-21

Responsiveness

How these are sampled

PRs merged (all time): 0%
Median days to close, 50 most recently updated closed issues: 1,116
Median days to close, 50 most recently updated closed PRs: 25

Stars over time

2022-07-29 · 52026-07-07 · 5

How these are measured

PracticesBeta

3 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/ikosmidis/enrichwith on 2026-10-21.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Coverage (1)

Coverage reporting

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing enrichwith adds no packages beyond those that come with R.

Depends (1)

R >= 3.0.0

Imports (0)

none

LinkingTo (0)

none

Suggests (10)

whisker SuppDists brglm brglm2 ggplot2MASSknitr rmarkdown testthat numDeriv

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

17indirect

Imports 4

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

brglm2 hdbayes twoPhaseGAS psc

Suggests, most downloaded first

WeightIt

How these are counted

Code & Tests

Datasets

People & History

People (1)

Ioannis Kosmidis

Author, Maintainer since 0.0.1 (2016)

Releases (13)

Pick two releases to compare their code metrics.

0.6Latest
record
2026-09-30 · current release · diff ↗
0.5.0
record
2026-04-29 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.4.0
record
2025-09-08 · diff ↗
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
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.3.1
record
2020-01-10 · diff ↗
0.3
record
2019-10-14 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.2
record
2019-01-11 · diff ↗
0.1.1
record
2018-05-04 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 8 earlier eventsHide 8 earlier events

0.1
record
2017-11-06 · diff ↗
0.0.5
record
2017-10-08 · diff ↗ ·
added 1 export
create_enrichwith_skeleton
0.0.4
record
2017-05-12 · diff ↗ ·
added 4 exports
enriched_glm, get_dmodel_function, get_pmodel_function, get_qmodel_function
R
R 3.4.0 released · 2017-04-21
0.0.3
record
2017-03-07 · diff ↗ ·
added 5 exports
get_auxiliary_functions, get_bias_function, get_information_function, get_score_function, get_simulate_function
0.0.2
record
2016-09-03 · diff ↗
0.0.1
record
2016-08-08
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-08
Total releases: 13 / 10 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.0.0
Bundled data: 0.6 KB / 1 file
Download size: 103 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("enrichwith")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 enrichwith version 0.6 [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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