imputeMulti

0.8.4

Imputation Methods for Multivariate Multinomial Data

0packages depend

3.9Kdownloads / year

51.8%test coverage

13/13checks pass

Overview

About

Maintained by Alex WhitworthFirst published 2016-05-0510 releasesCRAN page ↗

Implements imputation methods using EM and Data Augmentation for multinomial data following the work of Schafer 1997 <ISBN: 978-0-412-04061-0>.

Install

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

install.packages("imputeMulti", repos = "https://cloud.r-project.org/")

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

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-imputemulti

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-imputeMulti

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-imputeMulti

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

Health

CRAN checks

13OK

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

Code health

Yes

Tests · ratio 0.47

51.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 78%
References docs: 14%

Downloads

3.9K

CRAN downloads in the past year

Rank #12,277 · ~11/day · ~321/mo

Releases R versions

Daily download trend is not available in this view yet.

26830 days

86990 days

3.9K1 year

Compare downloads with other packages →

Also on613 r2u32 autocran32 c2d4u

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (5)

gtoolsmethodsparallelRcpp data.table

LinkingTo (1)

Rcpp

Suggests (4)

testthat knitr R.rsp covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 1,717 (51%)Other 923 (27%)Rd 537 (16%)C++ 195 (6%)

Code characteristics

Object systems

S4 class2S4 generic9S4 method11

Cyclomatic complexity: 2.0 median / 16 max
Test cases: 21 / 0.47 per code line

Test coverage

Line coverage

52%

Expression

53.6%

Tests / Examples

51.8% / 0% ex

Functions

30 8 exported

Complexity

4.3 avg / 16 max

Call network

30 nodes / 23 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

30 functions

Function	Cyclo	Coverage
data_dep_prior_multi exp	3	0%
is.imputeMulti exp	1	0%
merge_imputed exp	3	0%
multinomial_impute exp	16	0%
.onUnload	1	0%
get_level_text	1	0%

Datasets

Bundled datasets · 1

Name	Class	Rows × Cols	Also ships in
tract2221	data.frame	3,974 × 10	–

People & History

People (1)

Maintainer (1)

Alex Whitworth

Author, Maintainer

Authors (1)

Alex Whitworth

Author, Maintainer

Package Timeline

10 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
0.8.4Latest
2023-02-18 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
0.8.3
2021-12-02 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.6.4
2017-02-12 · diff ↗
0.6.3
2016-08-11 · diff ↗
0.6.2
2016-08-10 · diff ↗
0.6.1
2016-07-22 · diff ↗

Show 5 earlier events

0.5.3
2016-06-16 · diff ↗
0.5.2
2016-06-08 · diff ↗
0.4.6
2016-05-26 · diff ↗
0.4.5
2016-05-05
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-05-05
Total releases: 10 / 10 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5
Bundled data: 14 KB / 1 file
Download size: 195 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data

Report a problem with this page →