R Observatory: Metrics for sampcompR version 0.3.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sampcompR

0.3.3Package record

Comparing and Visualizing Differences Between Surveys

0packages depend

3.6Kdownloads / year

35.0%test coverage

13/13flavors OK

Overview

About

Maintained by Bjoern RohrCRAN page ↗Website ↗

Easily analyze and visualize differences between samples (e.g., benchmark comparisons, nonresponse comparisons in surveys) on three levels. The comparisons can be univariate, bivariate or multivariate. On univariate level the variables of interest of a survey and a comparison survey (i.e. benchmark) are compared, by calculating one of several difference measures (e.g., relative difference in mean), and an average difference between the surveys. On bivariate level a function can calculate significant differences in correlations for the surveys. And on multivariate levels a function can calculate significant differences in model coefficients between the surveys of comparison. All of those differences can be easily plotted and outputted as a table. For more detailed information on the methods and example use see Rohr, B., Silber, H., & Felderer, B. (2024). Comparing the Accuracy of Univariate, Bivariate, and Multivariate Estimates across Probability and Nonprobability Surveys with Population Benchmarks. Sociological Methodology doi:10.1177/00811750241280963.

Changes in 0.3.3

Fixed a bug in multivariate comparison where function broke during weighting
Relabled some default plot labels

From NEWS.md in the release

Install

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

install.packages("sampcompR", 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-sampcompr

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-sampcompR

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-sampcompR

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: 4.1 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.3.3

READMEYes · 3,238 wordsVignettesNoNEWSYes · 100% structured · mentions 0.3.3Citation fileNoWebsiteYes · pkgdown

Help pages: 20
Examples that run: 72%13 run in a plain check · 5 never run
Exported functions with examples: 95%
Documented parameters: 85%
Return-value docs: 95%
Help pages citing references: 15%

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #10,198 · ~10/day · ~299/mo

Releases R versions

Daily download trend is not available in this view yet.

35130 days

1K90 days

3.6K1 year

Compare downloads with other packages →

Also on83 r2u6 autocran

How downloads are counted

Repository

bjoernrohr/sampcompr ↗Account: BjoernRohr

4Stars

1Forks

0Open issues

0Open PRs

2Releases

132Commits

1Commit identities

132 commits · Last activity 2026-07-14 · 0% stars, 30d · Default branch at 0.3.4, ahead of CRAN 0.3.3 (checked 2026-10-21)

Responsiveness

How these are sampled

PRs merged (all time): 0%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2024-11-20 · 42026-07-07 · 4

How these are measured

PracticesBeta

11 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/bjoernrohr/sampcompr on 2026-10-21.

Continuous integration (3)

GitHub ActionsR CMD check workflowGitLab CI

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-07-14 · The repository has a site deploy workflow

pkgdown site last built 2026-07-14

Reproducibility and dev environment (1)

renv

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing sampcompR adds 95 packages (50 with compiled code, 74 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1.0

Imports (21)

bootdata.table dplyr forcats furrr future ggplot2 Hmisc lmtest magrittr psych purrr readr reshape2 sandwichstatssurvey svrep tibble tidyr rlang

LinkingTo (0)

none

Suggests (5)

testthat jtoolsutilsparallelstargazer

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Bjoern Rohr

Barbara Felderer

Author · added in 0.2.1

Releases (10)

Pick two releases to compare their code metrics.

0.3.3Latest
record
2026-05-28 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.2
record
2025-12-09 · diff ↗ ·
added 1 export
card
0.3.1.2
record
2025-07-04 · diff ↗
0.3.1.1
record
2025-07-02 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.3.0
record
2025-03-02 · diff ↗ ·
added 3 exports
biv_bias_per_variable, heatmap_biv_compare, missing_table
0.2.6
record
2024-12-08 · diff ↗
0.2.4
record
2024-11-10 · diff ↗
unarchivedReturned to CRAN
2024-08-19
0.2.3
record
2024-08-19 · diff ↗
archivedRemoved from CRAN
2024-08-18
check problems were not corrected even on re-submission
0.2.1
record
2024-07-15 · diff ↗ ·
added 2 exports
biv_per_variable, multi_per_variable
0.2.0
record
2024-07-12
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-07-12
Total releases: 10 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1.0
Bundled data: 35 KB / 1 file
Download size: 305 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sampcompR")

Format

Rohr, B., & Felderer, B. (2026). sampcompR: Comparing and Visualizing Differences Between Surveys (Version 0.3.3) [Computer software]. https://doi.org/10.32614/CRAN.package.sampcompR

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 sampcompR version 0.3.3 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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