mvnimpute

1.0.1

Simultaneously Impute the Missing and Censored Values

0packages depend

2.2Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Hesen LiFirst published 2022-06-232 releasesCRAN page ↗GitHub ↗

Implementing a multiple imputation algorithm for multivariate data with missing and censored values under a coarsening at random assumption (Heitjan and Rubin, 1991<doi: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")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

pak::pak("hli226/mvnimpute")

Development version from hli226/mvnimpute. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-mvnimpute

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-mvnimpute

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-mvnimpute

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

Yes

README

Dependencies · direct

Check history

NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
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

Downloads

2.2K

CRAN downloads in the past year

Rank #19,850 · ~6/day · ~187/mo

mvnimpute Releases R versions

Daily download trend is not available in this view yet.

30930 days

60190 days

2.2K1 year

Compare downloads with other packages →

Also on403 r2u15 autocran

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

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

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition

R 1,060 (55%)C++ 441 (23%)Rd 426 (22%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

30 7 exported

Complexity

4.2 avg / 20 max

Call network

30 nodes / 16 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (0)

Author records are not tracked yet for this package.

Release timeline

2 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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.1Latest
2022-07-06 · current release · diff ↗
1.0.0
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
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet