R Observatory: Metrics for mdmb version 1.9-22

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mdmb

1.9-22Package record

Model Based Treatment of Missing Data

0packages dependsuggested by 1

31.7Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Alexander RobitzschCRAN page ↗GitHub ↗Website ↗

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. 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-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). 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: ‘Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>’

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

CRAN check page ↗

Slowest check: 4.8 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE11 OK, 2 NOTE2026-05-02
ERROR9 OK, 2 NOTE, 1 ERROR2026-04-25
NOTE12 OK, 2 NOTE2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

Documentation signals are not tracked yet for this package.

WebsiteYes

How these are measured

Downloads

31.7K

CRAN downloads in the past year

Rank #2,426 · ~87/day · ~2.6K/mo

mdmb Releases R versions

Daily download trend is not available in this view yet.

1.9K30 days

6.7K90 days

31.7K1 year

Compare downloads with other packages →

Also on390 r2u11 autocran170 c2d4u

How downloads are counted

Repository

alexanderrobitzsch/mdmb ↗Account: alexanderrobitzsch

4Stars

1Forks

0Open issues

0Open PRs

32Releases

67Commits

2Commit identities

missing-datamultiple-imputation

67 commits · Last activity 2024-07-16 · Default branch at 1.10-1, ahead of CRAN 1.9-22 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 101
Median days to close, 50 most recently updated closed PRs: not measured

How these are measured

PracticesBeta

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

Checks run against github.com/alexanderrobitzsch/mdmb on 2026-10-11.

Docs source (1)

GitHub Pages site last deployed 2024-07-16

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing mdmb adds 66 packages (39 with compiled code, 51 MB of source tarballs). Heaviest: stringi 11 MB, sirt 5.5 MB, lme4 4.1 MB.

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

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

miceadds

How these are counted

Code & Tests

Datasets

People & History

People (0)

Author records are not tracked yet for this package.

Maintainer since 0.1-0 (2017)

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

Releases (21)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.9-22Latest
record
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
record
2023-02-28 · diff ↗
1.7-22
record
2023-02-17 · diff ↗
unarchivedReturned to CRAN
2022-05-17
1.6-5
record
2022-05-17 · diff ↗
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
record
2021-01-21 · diff ↗
1.4-12
record
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 eventsHide 18 earlier events

1.3-18
record
2019-04-16 · diff ↗
1.2-4
record
2019-01-11 · diff ↗
1.1-51
record
2019-01-07 · diff ↗
1.0-18
record
2018-11-06 · diff ↗
0.11-7
record
2018-10-16 · diff ↗
0.10-13
record
2018-09-12 · diff ↗
0.9-43
record
2018-08-08 · diff ↗
0.8-47
record
2018-07-09 · diff ↗
0.7-19
record
2018-04-24 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.6-17
record
2018-02-16 · diff ↗
0.5-27
record
2018-01-22 · diff ↗ ·
added 3 exports
doprobit, fit_oprobit, oprobit_regression
0.4-15
record
2017-08-20 · diff ↗
0.3-11
record
2017-07-12 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.2-0
record
2017-02-07 · diff ↗
0.1-0
record
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
Download size: 184 KB

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 v2026-10-19. 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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