R Observatory: Metrics for TestDataImputation version 2.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TestDataImputation

2.3Package record

Missing Item Responses Imputation for Test and Assessment Data

1packages depend

4Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Shenghai DaiCRAN page ↗

Functions for imputing missing item responses for dichotomous and polytomous test and assessment data. This package enables missing imputation methods that are suitable for test and assessment data, including: listwise (LW) deletion (see De Ayala et al. 2001 doi:10.1111/j.1745-3984.2001.tb01124.x), treating as incorrect (IN, see Lord, 1974 <doi: 10.1111/j.1745-3984.1974.tb00996.x>; Mislevy & Wu, 1996 <doi: 10.1002/j.2333-8504.1996.tb01708.x>; Pohl et al., 2014 <doi: 10.1177/0013164413504926>), person mean imputation (PM), item mean imputation (IM), two-way (TW) and response function (RF) imputation, (see Sijtsma & van der Ark, 2003 <doi: 10.1207/s15327906mbr3804_4>), logistic regression (LR) imputation, predictive mean matching (PMM), and expectation–maximization (EM) imputation (see Finch, 2008 <doi: 10.1111/j.1745-3984.2008.00062.x>).

Install

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

install.packages("TestDataImputation", 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-testdataimputation

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-TestDataImputation

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-TestDataImputation

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: 3.3 min · r-release-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02
ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.3

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 11
Examples that run: 100%11 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 82%

How these are measured

Downloads

4K

CRAN downloads in the past year

Rank #9,359 · ~11/day · ~332/mo

Releases R versions

Daily download trend is not available in this view yet.

46030 days

1K90 days

4K1 year

Compare downloads with other packages →

Also on95 r2u80 c2d4u

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing TestDataImputation adds 55 packages (33 with compiled code, 43 MB of source tarballs). Heaviest: stringi 11 MB, lme4 4.3 MB, glmnet 2.7 MB.

Depends (4)

R >= 3.4.0statsmice Amelia

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

DIFplus

How these are counted

Code & Tests

Datasets

People & History

People (3)

Shenghai Dai

Author, Maintainer since 1.0 (2016)

Dubravka Svetina

Author

Xiaolin Wang

Author

Releases (6)

Pick two releases to compare their code metrics.

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
R
R 4.2.0 released · 2022-04-22
2.3Latest
record
2021-10-18 · current release · diff ↗ ·
added 1 export
micePMM
2.2
record
2021-09-02 · diff ↗
2.1
record
2021-07-28 · diff ↗ ·
removed 1 export
LogsticReg

added 2 exports
LogisticReg, ResponseFun
R
R 4.1.0 released · 2021-05-18
1.2
record
2020-11-16 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.1
record
2019-03-08 · diff ↗
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
1.0
record
2016-08-11

Show 1 earlier eventHide 1 earlier event

R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-11
Total releases: 6 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.4.0
Bundled data: 5.6 KB / 1 file
Download size: 15 KB

Appears in task views

Missing Data Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TestDataImputation")

Format

Dai, S., Svetina, D., & Wang, X. (2021). TestDataImputation: Missing Item Responses Imputation for Test and Assessment Data (Version 2.3) [Computer software]. https://doi.org/10.32614/CRAN.package.TestDataImputation

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 TestDataImputation version 2.3 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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