R Observatory: Metrics for nrba version 0.3.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nrba

0.3.1

Methods for Conducting Nonresponse Bias Analysis (NRBA)

1packages depend

2.7Kdownloads / year

83.1%test coverage

13/13checks pass

Overview

About

Maintained by Ben SchneiderFirst published 2023-03-233 releasesCRAN page ↗

Facilitates nonresponse bias analysis (NRBA) for survey data. Such data may arise from a complex sampling design with features such as stratification, clustering, or unequal probabilities of selection. Multiple types of analyses may be conducted: comparisons of response rates across subgroups; comparisons of estimates before and after weighting adjustments; comparisons of sample-based estimates to external population totals; tests of systematic differences in covariate means between respondents and full samples; tests of independence between response status and covariates; and modeling of outcomes and response status as a function of covariates. Extensive documentation and references are provided for each type of analysis. Krenzke, Van de Kerckhove, and Mohadjer (2005) http://www.asasrms.org/Proceedings/y2005/files/JSM2005-000572.pdf and Lohr and Riddles (2016) https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2016002/article/14677-eng.pdf?st=q7PyNsGR provide an overview of the methods implemented in this package.

Install

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

install.packages("nrba", 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-nrba

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-nrba

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-nrba

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

Health

CRAN checks

13OK

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.70

83.1%

Coverage · measured lines

93%

Documentation · exports

9

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

Documentation

READMEYes · 881 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 96%
Return-value docs: 100%
References docs: 60%

Downloads

2.7K

CRAN downloads in the past year

Rank #15,870 · ~7/day · ~225/mo

Releases R versions

Daily download trend is not available in this view yet.

16530 days

68390 days

2.7K1 year

Compare downloads with other packages →

Also on96 r2u29 autocran

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (9)

broom dplyr magrittr rlang srvyrstatssurvey (>= 4.1-1)svrep tidyr

LinkingTo (0)

none

Suggests (5)

knitr rmarkdown stringr testthat tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

idcnrba

Code & Tests

Datasets

People & History

People (10)

Maintainer (1)

Ben Schneider

Author, Maintainer

Authors (9)

Author, Maintainer

Author

Author

Author

Author

Author

Author

Author

Wendy Van de Kerckhove

Author

Copyright holders (1)

Westat

Copyright holder

Package Timeline

3 releases. Pick two to compare their code metrics. 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
0.3.1Latest
2023-11-21 · current release · diff ↗
0.2.0
2023-07-17 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.1.0
2023-03-23
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-03-23
Total releases: 3 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 156 KB / 3 files
Download size: 319 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nrba")

Format

Schneider, B., Westat, Alvarez-Rojas, L., Brock, S., Ferraro, D., Green, J., Hubbell, K., Jones, M., Krenzke, T., & Van de Kerckhove, W. (2023). nrba: Methods for Conducting Nonresponse Bias Analysis (NRBA) (Version 0.3.1) [Computer software]. https://doi.org/10.32614/CRAN.package.nrba

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 nrba version 0.3.1 [Data set]. HJJB, LLC. Data release v2026-08-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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