R Observatory: Metrics for mdmb version 1.9-22

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mdmb

1.9-22

Model Based Treatment of Missing Data

1packages depend

36.9Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Alexander RobitzschFirst published 2017-01-2621 releasesCRAN page ↗GitHub ↗

Contains model-based treatment of missing data for regression models with missing values in covariates or the dependent variable using maximum likelihood or Bayesian estimation (Ibrahim et al., 2005; doi:10.1198/016214504000001844; Luedtke, Robitzsch, & West, 2020a, 2020b; doi:10.1080/00273171.2019.1640104 doi:10.1037/met0000233). The regression model can be nonlinear (e.g., interaction effects, quadratic effects or B-spline functions). Multilevel models with missing data in predictors are available for Bayesian estimation. Substantive-model compatible multiple imputation can be also conducted.

Install

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

install.packages("mdmb", 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("alexanderrobitzsch/mdmb")

Development version from alexanderrobitzsch/mdmb. 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-mdmb

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-mdmb

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-mdmb

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 4.9 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

8

Dependencies · direct

Check history

NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-05-02
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
9 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 137 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 78%
Documented parameters: 99%
Return-value docs: 100%
References docs: 100%

Downloads

36.9K

CRAN downloads in the past year

Rank #2,494 · ~101/day · ~3.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.1K30 days

7.6K90 days

36.9K1 year

Compare downloads with other packages →

Also on412 r2u16 autocran67 c2d4u

Repository

GitHub ↗ alexanderrobitzsch/mdmb

4Stars

1Forks

0Open issues

0Open PRs

32Releases

67Commits

2Contributors

missing-datamultiple-imputation

67 commits · Last activity 2024-07-16

Stars over time

2023-06-30 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/alexanderrobitzsch/mdmb on 2026-08-16.

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1

Imports (8)

CDM codagraphicsmiceadds Rcpp sirtstatsutils

LinkingTo (3)

miceadds Rcpp RcppArmadillo

Suggests (1)

MASS

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

miceadds

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (2)

Oliver Luedtke

no longer listed · 0.1-0 to 1.9-22

Alexander Robitzsch

no longer listed · 0.1-0 to 1.9-22

Package Timeline

21 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.9-22Latest
2024-07-15 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.8-7
2023-02-28 · diff ↗
1.7-22
2023-02-17 · diff ↗
1.6-5
2022-05-17 · diff ↗
unarchivedReturned to CRAN
2022-05-17
archivedRemoved from CRAN
2022-05-12
requires archived package 'CDM'
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.5-8
2021-01-21 · diff ↗
1.4-12
2020-05-12 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26

Show 18 earlier events

1.3-18
2019-04-16 · diff ↗
1.2-4
2019-01-11 · diff ↗
1.1-51
2019-01-07 · diff ↗
1.0-18
2018-11-06 · diff ↗
0.11-7
2018-10-16 · diff ↗
0.10-13
2018-09-12 · diff ↗
0.9-43
2018-08-08 · diff ↗
0.8-47
2018-07-09 · diff ↗
0.7-19
2018-04-24 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.6-17
2018-02-16 · diff ↗
0.5-27
2018-01-22 · diff ↗
0.4-15
2017-08-20 · diff ↗
0.3-11
2017-07-12 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.2-0
2017-02-07 · diff ↗
0.1-0
2017-01-26
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-01-26
Total releases: 21 / 9 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.1
Bundled data: 92 KB / 6 files
Download size: 184 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mdmb")

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 mdmb version 1.9-22 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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