R Observatory: Metrics for modi version 0.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

modi

0.1.3Package record

Multivariate Outlier Detection and Imputation for Incomplete Survey Data

1packages dependsuggested by 2

9.3Kdownloads / year

73.3%test coverage

13/13flavors OK

Overview

About

Maintained by Beat HulligerCRAN page ↗GitHub ↗Issues ↗

Algorithms for multivariate outlier detection when missing values occur. Algorithms are based on Mahalanobis distance or data depth. Imputation is based on the multivariate normal model or uses nearest neighbour donors. The algorithms take sample designs, in particular weighting, into account. The methods are described in Bill and Hulliger (2016) doi:10.17713/ajs.v45i1.86.

Install

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

install.packages("modi", 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("martinSter/modi")

Development version from martinSter/modi. 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-modi

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-modi

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-modi

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: 2.1 min · r-oldrel-macos-x86_64

Status changes

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 0.1.3

READMEYes · 265 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · does not mention 0.1.3Citation fileYes · software entry onlyWebsitenot declared in DESCRIPTION

Help pages: 29 (10 internal)includes a package overview page
Examples that run: 100%18 run in a plain check
Exported functions with examples: 59%
Documented parameters: 99%
Return-value docs: 55%
Help pages citing references: 55%

Vignettes (1)

Introduction to modi

How these are measured

Downloads

9.3K

CRAN downloads in the past year

Rank #4,933 · ~26/day · ~778/mo

Releases R versions

Daily download trend is not available in this view yet.

54830 days

1.7K90 days

9.3K1 year

Compare downloads with other packages →

Also on102 r2u3 autocran40 c2d4u

How downloads are counted

Repository

martinster/modi ↗Account: martinSter

4Stars

1Forks

0Open issues

1Open PRs

1Releases

80Commits

4Commit identities

80 commits · Last activity 2025-08-22

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2021-01-18 · 42026-07-07 · 4

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/martinster/modi on 2026-10-22.

Continuous integration (1)

Travis CI (config file)

Docs source (1)

README.Rmd

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing modi adds 1 package (1 with compiled code, 19 KB of source tarballs). Heaviest: norm 19 KB.

Depends (1)

R >= 3.5.0

Imports (5)

MASSnormstatsgraphicsutils

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown survey testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Suggested by 2

Depends, Imports or LinkingTo, most downloaded first

birdscanR

Suggests, most downloaded first

wbacon semfindr

How these are counted

Code & Tests

Datasets

People & History

People (3)

Beat Hulliger

Author, Maintainer since 0.1.1 (2023)

Tobias Schoch

Contributor · added in 0.1.1

Martin Sterchi

Contributor

Previously maintained by Martin Sterchi (0.1.0).

Releases (4)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.1.3Latest
record
2025-08-22 · current release · 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
0.1.2
record
2023-03-14 · diff ↗
0.1.1
record
2023-03-03 · diff ↗ ·
added 1 export
plotIT
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
R
R 3.6.0 released · 2019-04-26
0.1.0
record
2018-11-20
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-11-20
Total releases: 4 / 8 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 330 KB / 5 files
Download size: 454 KB

Appears in task views

Anomaly Detection Missing Data

Cite

Cite this package

Run in R for the authors' entry:

citation("modi")

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 modi version 0.1.3 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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