R Observatory: Metrics for yaImpute version 1.0-36

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

yaImpute

1.0-36Package record

Nearest Neighbor Observation Imputation and Evaluation Tools

4packages dependsuggested by 3

61.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Jeffrey S. EvansCRAN page ↗GitHub ↗Issues ↗

Performs nearest neighbor-based imputation using one or more alternative approaches to processing multivariate data. These include methods based on canonical correlation: analysis, canonical correspondence analysis, and a multivariate adaptation of the random forest classification and regression techniques of Leo Breiman and Adele Cutler. Additional methods are also offered. The package includes functions for comparing the results from running alternative techniques, detecting imputation targets that are notably distant from reference observations, detecting and correcting for bias, bootstrapping and building ensemble imputations, and mapping results.

Changes in 1.0-36

Fixed C++ issues associateed with ann function (Nick Crookston made modifications to C++ code)

From NEWS in the release

Install

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

install.packages("yaImpute", 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("jeffreyevans/yaImpute")

Development version from jeffreyevans/yaImpute. 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-yaimpute

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-yaImpute

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-yaImpute

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

13OK

CRAN check page ↗

Slowest check: 3.2 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0-36

README· In the repository, left out of the releaseVignettesNoNEWSYes · 100% structured · mentions 1.0-36Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Cites a JSS article

Help pages: 33
Examples that run: 100%24 run in a plain check
Exported functions with examples: 82%
Documented parameters: 100%
Return-value docs: 86%
Help pages citing references: 12%

How these are measured

Downloads

61.3K

CRAN downloads in the past year

Rank #1,790 · ~168/day · ~5.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

3.7K30 days

11.4K90 days

61.3K1 year

Compare downloads with other packages →

Also on628 r2u6 autocran4.9K conda_forge153 c2d4u

How downloads are counted

Repository

jeffreyevans/yaimpute ↗Account: jeffreyevans

4Stars

2Forks

3Open issues

0Open PRs

0Releases

23Commits

3Commit identities

cranimputationrr-packagerstats

License file reads as GPL-3.0 · 23 commits · Last activity 2026-02-09 · 0% stars, 30d · The default branch showed an older version (1.0-35) than CRAN on 2026-10-18

Responsiveness

How these are sampled

PRs merged (all time): 50%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 10

Stars over time

2024-09-18 · 32026-07-07 · 4

How these are measured

PracticesBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/jeffreyevans/yaimpute on 2026-10-18.

CRAN release process (1)

cran-comments.md

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing yaImpute adds no packages beyond those that come with R.

Depends (1)

R >= 4.0.0

Imports (4)

grDevicesgraphicsstatsutils

LinkingTo (0)

none

Suggests (7)

vegan ccaPP randomForest gam fastICAparallelgower

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

4indirect

Depends 1 · Imports 3

Suggested by 3

Depends, Imports or LinkingTo, most downloaded first

stlplus intrinsicDimension climetrics neuroim

Suggests, most downloaded first

iml spatialEco ale

How these are counted

Code & Tests

Datasets

People & History

People (4)

Jeffrey S. Evans

Author, Maintainer since 1.0-33 (2022) · added in 1.0-33

Nicholas L. Crookston

Author

Andrew O. Finley

Author

John Coulston (Sunil Arya and David Mount for ANN)

Contributor, Compiler · added in 1.0-33

Previously maintained by Nicholas L. Crookston (1.0-7 to 1.0-32) and Andrew O. Finley (0.0-1 to 1.0-6).

Listed in earlier versions (1)

John Coulston

no longer listed · 1.0-20 to 1.0-32

Releases (36)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0-36Latest
record
2026-04-19 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0-34.1
record
2024-09-21 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0-34
record
2023-12-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0-33
record
2022-11-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
1.0-32
record
2020-02-17 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0-31
record
2019-01-09 · diff ↗
1.0-30
record
2018-07-24 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 46 earlier eventsHide 46 earlier events

1.0-29
record
2017-12-10 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.0-26
record
2015-07-20 · diff ↗
1.0-24
record
2015-05-16 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.0-23
record
2014-12-02 · diff ↗
1.0-22
record
2014-07-11 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.0-21
record
2014-04-09 · diff ↗
1.0-20
record
2013-11-27 · diff ↗ ·
added 9 exports
applyMask, bestVars, buildConsensus, ensembleImpute, grmsd, plot.varSel, predict.yai, rmsd, varSelection
1.0-19
record
2013-08-09 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.0-18
record
2012-03-31 · diff ↗ ·
added 2 exports
notablyDifferent, plot.notablyDifferent
R
R 2.15.0 released · 2012-03-30
1.0-17
record
2012-02-08 · diff ↗ ·
added 1 export
correctBias
R
R 2.14.0 released · 2011-10-31
1.0-16
record
2011-09-21 · diff ↗ ·
removed 1 export
addXlevels
R
R 2.13.0 released · 2011-04-13
1.0-15
record
2011-03-03 · diff ↗
1.0-14
record
2011-03-02 · diff ↗
1.0-13
record
2011-01-29 · diff ↗
R
R 2.12.0 released · 2010-10-15
1.0-12
record
2010-09-28 · diff ↗
1.0-11
record
2010-06-16 · diff ↗
R
R 2.11.0 released · 2010-04-22
R
R 2.10.0 released · 2009-10-26
1.0-10
record
2009-08-06 · diff ↗
1.0-9
record
2009-04-19 · diff ↗
R
R 2.9.0 released · 2009-04-17
1.0-8
record
2009-02-06 · diff ↗
1.0-7
record
2008-12-21 · diff ↗
R
R 2.8.0 released · 2008-10-20
1.0-6
record
2008-08-08 · diff ↗
1.0-5
record
2008-07-18 · diff ↗
R
R 2.7.0 released · 2008-04-22
1.0-4
record
2008-03-21 · diff ↗
1.0-3
record
2008-03-02 · diff ↗
0.0-5
record
2007-12-17 · diff ↗
R
R 2.6.0 released · 2007-10-03
0.0-4
record
2007-06-22 · diff ↗
R
R 2.5.0 released · 2007-04-24
0.0-3
record
2007-03-27 · diff ↗
0.0-2
record
2007-02-01 · diff ↗
0.0-1
record
2007-01-26
R
R 2.4.0 released · 2006-10-03

Package metadata

First published: 2007-01-26
Total releases: 36 / 19 yrs
License: GPL (>= 2) OSI · relicensed from Except as noted, this package was written and prepared by U.S. Government employees on official time and therefore is in the public domain and not subject to copyright. Function ann and all the code in src except rfoneprox.cpp is covered by Lesser GNU Public License (LGPL). Functions directly modified from packages randomForest and vegan carry the license provisions from the respective packages. in 0.0-5
Copyright: ANN library is copyright University of Maryland and Sunil Arya and David Mount. See file COPYRIGHTS for details.
Minimum R: ≥ 4.0.0
Bundled data: 117 KB / 2 files
Download size: 277 KB

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' entry:

citation("yaImpute")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v023.i10.

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 yaImpute version 1.0-36 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, 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 →