R Observatory: Metrics for mvnimpute version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mvnimpute

1.0.1Package record

Simultaneously Impute the Missing and Censored Values

0packages depend

2.3Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Hesen LiCRAN page ↗GitHub ↗Issues ↗

Implementing a multiple imputation algorithm for multivariate data with missing and censored values under a coarsening at random assumption (Heitjan and Rubin, 1991doi:10.1214/aos/1176348396). The multiple imputation algorithm is based on the data augmentation algorithm proposed by Tanner and Wong (1987)doi:10.1080/01621459.1987.10478458. The Gibbs sampling algorithm is adopted to to update the model parameters and draw imputations of the coarse data.

Install

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

install.packages("mvnimpute", 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("hli226/mvnimpute")

Development version from hli226/mvnimpute. 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-mvnimpute

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-mvnimpute

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-mvnimpute

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: ‘Hesen Li <li.hesen.21@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Hesen",
                    family = "Li",
                    role = c("aut", "cre"),
                    email = "li.hesen.21@gmail.com")
as necessary.

CRAN check page ↗

Slowest check: 3.7 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-04-22
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

In release 1.0.1

READMEYes · 315 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 10includes a package overview page
Examples that run: 86%6 run in a plain check · 1 never run
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 10%

How these are measured

Downloads

2.3K

CRAN downloads in the past year

Rank #19,909 · ~6/day · ~194/mo

Releases R versions

Daily download trend is not available in this view yet.

24730 days

65290 days

2.3K1 year

Compare downloads with other packages →

Also on349 r2u10 autocran

How downloads are counted

Repository

hli226/mvnimpute ↗Account: hli226

0Stars

2Forks

0Open issues

0Open PRs

1Releases

185Commits

1Commit identities

License file reads as GPL-3.0 · 185 commits · Last activity 2022-07-05

Responsiveness

How these are sampled

PRs merged (all time): 0%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Forks over time

2020-12-23 · 22026-07-07 · 2

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/hli226/mvnimpute on 2026-10-11.

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing mvnimpute adds 27 packages (15 with compiled code, 30 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, LaplacesDemon 2.0 MB.

Depends (1)

R >= 3.4.0

Imports (7)

ggplot2 reshape2 LaplacesDemon rlang RcppMASStruncnorm

LinkingTo (3)

Rcpp RcppArmadillo RcppDist

Suggests (2)

mice clusterGeneration

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (from the free-text Author field) (1)

Hesen Li

Maintainer since 1.0.0 (2022)

Releases (2)

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
1.0.1Latest
record
2022-07-06 · current release · diff ↗
1.0.0
record
2022-06-23
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-06-23
Total releases: 2 / 4 yrs
License: GPL-2 | GPL-3 OSI
Minimum R: ≥ 3.4.0
Bundled data: 224 KB / 2 files
Download size: 256 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mvnimpute")

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 mvnimpute version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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