hdImpute

0.2.1

A Batch Process for High Dimensional Imputation

0packages depend

3Kdownloads / year

78.1%test coverage

13/13checks pass

Overview

About

Maintained by Philip WaggonerFirst published 2022-03-073 releasesCRAN page ↗GitHub ↗

A correlation-based batch process for fast, accurate imputation for high dimensional missing data problems via chained random forests. See Waggoner (2023) doi:10.1007/s00180-023-01325-9 for more on 'hdImpute', Stekhoven and Bühlmann (2012) doi:10.1093/bioinformatics/btr597 for more on 'missForest', and Mayer (2022) https://github.com/mayer79/missRanger for more on 'missRanger'.

Install

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

install.packages("hdImpute", 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("pdwaggoner/hdImpute")

Development version from pdwaggoner/hdImpute. 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-hdimpute

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

# 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-hdImpute

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

Health

CRAN checks

13OK

Slowest check: 1.6 min · r-oldrel-windows-x86_64

Check history

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

CRAN downloads in the past year

Rank #14,448 · ~8/day · ~253/mo

hdImpute Releases R versions

Daily download trend is not available in this view yet.

21430 days

74390 days

3K1 year

Compare downloads with other packages →

Also on100 r2u10 autocran

Repository

GitHub ↗ pdwaggoner/hdimpute

2Stars

1Forks

0Open issues

0Open PRs

2Releases

91Commits

1Contributors

License MIT · 91 commits · Last activity 2025-01-10

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/pdwaggoner/hdimpute on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (9)

missRanger plyr purrr magrittr tibble dplyr tidyselect tidyr cli

LinkingTo (0)

none

Suggests (6)

testthat knitr rmarkdown usethis missForest tidyverse

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Philip Waggoner

Author, Maintainer

Authors (1)

Philip Waggoner

Author, Maintainer

Package Timeline

3 releases. 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
0.2.1Latest
2023-08-07 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.1
2022-04-20 · diff ↗
0.1.0
2022-03-07
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-03-07
Total releases: 3 / 4 yrs
License: MIT + file LICENSE OSI
Download size: 70 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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