R Observatory: Metrics for CALIBERrfimpute version 1.0-8

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CALIBERrfimpute

1.0-8

Multiple Imputation Using MICE and Random Forest

0packages depend

4.7Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Anoop ShahFirst published 2013-11-119 releasesCRAN page ↗

Functions to impute using random forest under full conditional specifications (multivariate imputation by chained equations). The methods are described in Shah and others (2014) doi:10.1093/aje/kwt312.

Install

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

install.packages("CALIBERrfimpute", 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-caliberrfimpute

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-CALIBERrfimpute

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-CALIBERrfimpute

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

Health

CRAN checks

13OK

Slowest check: 3.4 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

3

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 89%
Return-value docs: 100%
References docs: 50%

Downloads

4.7K

CRAN downloads in the past year

Rank #8,857 · ~13/day · ~392/mo

Releases R versions

Daily download trend is not available in this view yet.

28130 days

1.1K90 days

4.7K1 year

Compare downloads with other packages →

Also on153 r2u20 autocran51 c2d4u

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

mice

Imports (2)

mvtnorm randomForest

LinkingTo (0)

none

Suggests (5)

missForestrpartsurvivalxtable ranger

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (5)

Maintainer (1)

Anoop Shah

Author, Maintainer

Authors (1)

Anoop Shah

Author, Maintainer

Contributors (1)

Jonathan Bartlett

Contributor · added in 0.1-5

Other (3)

Harry Hemingway

Thesis advisor · added in 0.1-5

Aroon Hingorani

Thesis advisor · added in 0.1-5

Owen Nicholas

Thesis advisor · added in 0.1-5

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0-8Latest
2026-02-23 · current release · diff ↗
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
1.0-7
2022-12-04 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0-6
2021-11-26 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0-5
2021-05-05 · diff ↗
unarchivedReturned to CRAN
2021-05-05
R
R 4.0.0 released · 2020-04-24
archivedRemoved from CRAN
2019-11-23
check problems were not corrected in time
R
R 3.6.0 released · 2019-04-26
1.0-1
2018-06-11 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 9 earlier events

R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
0.1-6
2014-05-07 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.1-5
2014-03-24 · diff ↗
0.1-4
2014-02-13 · diff ↗
0.1-2
2013-11-11
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-11-11
Total releases: 9 / 13 yrs
License: GPL-3 OSI
Download size: 616 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("CALIBERrfimpute")

Format

Shah, A., Bartlett, J., Hemingway, H., Hingorani, A., & Nicholas, O. (2026). CALIBERrfimpute: Multiple Imputation Using MICE and Random Forest (Version 1.0-8) [Computer software]. https://doi.org/10.32614/CRAN.package.CALIBERrfimpute

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 CALIBERrfimpute version 1.0-8 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →