R Observatory: Metrics for mitml version 0.4-5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mitml

0.4-5Package record

Tools for Multiple Imputation in Multilevel Modeling

3packages dependsuggested by 6

843Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Simon GrundCRAN page ↗GitHub ↗Issues ↗

Provides tools for multiple imputation of missing data in multilevel modeling. Includes a user-friendly interface to the packages 'pan' and 'jomo', and several functions for visualization, data management and the analysis of multiply imputed data sets.

Install

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

install.packages("mitml", 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("simongrund1/mitml")

Development version from simongrund1/mitml. 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-mitml

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-mitml

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-mitml

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: ‘Simon Grund <simon.grund@uni-hamburg.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Simon",
                      family = "Grund",
                      role = c("aut", "cre"),
                      email = "simon.grund@uni-hamburg.de"),
               person(given = "Alexander",
                      family = "Robitzsch",
                      role = "aut"),
               person(given = "Oliver",
                      family = "Luedtke",
                      role = "aut"))
as necessary.

CRAN check page ↗

Slowest check: 4.3 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.4-5

READMEYes · 187 wordsVignettesYes · 3 · dynamicNEWSYes · 100% structuredCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 31includes a package overview page
Examples that run: 78%21 run in a plain check · 6 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 42%

Vignettes (3)

How these are measured

Downloads

843K

CRAN downloads in the past year

Rank #451 · ~2.3K/day · ~70.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

62K30 days

178.3K90 days

843K1 year

Compare downloads with other packages →

Also on34.8K r2u7 autocran14.5K conda_forge1.2K c2d4u

How downloads are counted

Repository

simongrund1/mitml ↗Account: simongrund1

31Stars

7Forks

2Open issues

2Open PRs

3Releases

125Commits

3Commit identities

rimputationmissing-datamultilevel-modelsmixed-effectsmultilevel-datar-package

125 commits · Last activity 2023-12-07 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 2
Median days to close, 50 most recently updated closed PRs: 2

Stars over time

2024-06-26 · 282026-07-07 · 31

How these are measured

PracticesBeta

Checks run against github.com/simongrund1/mitml on 2026-10-11.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing mitml adds 39 packages (24 with compiled code, 22 MB of source tarballs). Heaviest: lme4 4.1 MB, nloptr 2.1 MB, Rcpp 1.8 MB.

Depends (0)

none

Imports (8)

pan jomo havengrDevicesgraphicsstatsmethodsutils

LinkingTo (0)

none

Suggests (11)

mice miceadds Amelia lme4nlmelavaan geepack glmmTMBsurvivalknitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

169indirect

Imports 3

Suggested by 6

Depends, Imports or LinkingTo, most downloaded first

mice psfmi miceafter

Suggests, most downloaded first

jomo PSPI SBMTrees rblimp LSAmitR glemb

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (3)

Simon Grund

Author, Maintainer since 0.2-2 (2015)

Alexander Robitzsch

Author

Oliver Luedtke

Author

Releases (17)

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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.4-5Latest
record
2023-03-08 · current release · diff ↗
0.4-4
record
2023-01-06 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.4-3
record
2021-10-05 · diff ↗ ·
added 1 export
mitml.list2mids
0.4-2
record
2021-09-10 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.4-1
record
2021-02-05 · diff ↗
0.4-0
record
2021-01-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.3-7
record
2019-01-07 · diff ↗
0.3-6
record
2018-07-10 · diff ↗ ·
added 1 export
confint.mitml.testEstimates

Show 13 earlier eventsHide 13 earlier events

R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.3-5
record
2017-03-15 · diff ↗ ·
added 6 exports
amelia2mitml.list, c.mitml.list, cbind.mitml.list, rbind.mitml.list, sort.mitml.list, subset.mitml.list
0.3-4
record
2016-09-13 · diff ↗
0.3-3
record
2016-07-15 · diff ↗
0.3-2
record
2016-05-30 · diff ↗
0.3-1
record
2016-05-11 · diff ↗ ·
added 4 exports
multilevelR2, anova.mitml.result, long2mitml.list, jomo2mitml.list
R
R 3.3.0 released · 2016-05-03
0.3-0
record
2016-03-15 · diff ↗ ·
added 1 export
jomoImpute
0.2-4
record
2015-10-19 · diff ↗
0.2-3
record
2015-07-09 · diff ↗
0.2-2
record
2015-05-23
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-05-23
Total releases: 17 / 11 yrs
License: GPL (>= 2) OSI
Bundled data: 54 KB / 3 files
Download size: 219 KB

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mitml")

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 mitml version 0.4-5 [Data set]. HJJB, LLC. Data release v2026-10-19. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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