RRreg

0.7.6

Correlation and Regression Analyses for Randomized Response Data

0packages depend

4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Daniel W. HeckFirst published 2014-09-2020 releasesCRAN page ↗GitHub ↗

Univariate and multivariate methods to analyze randomized response (RR) survey designs (e.g., Warner, S. L. (1965). Randomized response: A survey technique for eliminating evasive answer bias. Journal of the American Statistical Association, 60, 63–69, doi:10.2307/2283137). Besides univariate estimates of true proportions, RR variables can be used for correlations, as dependent variable in a logistic regression (with or without random effects), or as predictors in a linear regression (Heck, D. W., & Moshagen, M. (2018). RRreg: An R package for correlation and regression analyses of randomized response data. Journal of Statistical Software, 85(2), 1–29, doi:10.18637/jss.v085.i02). For simulations and the estimation of statistical power, RR data can be generated according to several models. The implemented methods also allow to test the link between continuous covariates and dishonesty in cheating paradigms such as the coin-toss or dice-roll task (Moshagen, M., & Hilbig, B. E. (2017). The statistical analysis of cheating paradigms. Behavior Research Methods, 49, 724–732, doi:10.3758/s13428-016-0729-x).

Install

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

install.packages("RRreg", 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("danheck/RRreg")

Development version from danheck/RRreg. 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-rrreg

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-RRreg

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

Health

CRAN checks

13OK

Slowest check: 3.0 min · r-devel-linux-x86_64-fedora-clang

Check history

OK2026-07-16
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-15
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 #10,044 · ~11/day · ~335/mo

RRreg Releases R versions

Daily download trend is not available in this view yet.

34030 days

1.1K90 days

4K1 year

Compare downloads with other packages →

Also on103 r2u33 autocran58 c2d4u

Repository

GitHub ↗ danheck/rrreg

3Stars

2Forks

0Open issues

0Open PRs

1Releases

78Commits

2Contributors

78 commits · Last activity 2025-07-22

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/danheck/rrreg on 2026-07-19.

Continuous integration (1)

GitHub Actions

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (7)

paralleldoParallel foreachstatsgrDevicesgraphicslme4

LinkingTo (0)

none

Suggests (3)

rmarkdown knitr R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Daniel W. Heck

Maintainer, Author

Authors (1)

Daniel W. Heck

Maintainer, Author

Contributors (1)

Morten Moshagen

Contributor

Package Timeline

20 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.7.6Latest
2025-07-22 · current release · diff ↗
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
0.7.5
2022-11-25 · diff ↗
0.7.4
2022-11-10 · diff ↗
unarchivedReturned to CRAN
2022-11-10
archivedRemoved from CRAN
2022-09-04
issues were not corrected in time
R
R 4.2.0 released · 2022-04-22
0.7.3
2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.7.1
2019-12-04 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.7.0
2018-08-27 · diff ↗

Show 19 earlier events

0.6.9
2018-07-26 · diff ↗
0.6.8
2018-06-04 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.6.7
2018-04-04 · diff ↗
0.6.6
2018-03-29 · diff ↗
0.6.5
2018-02-11 · diff ↗
0.6.4
2018-01-05 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.6.2
2017-03-08 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.6.1
2016-01-12 · diff ↗
0.6.0
2015-12-14 · diff ↗
0.5.0
2015-11-12 · diff ↗
0.4.1
2015-07-28 · diff ↗
R
R 3.2.0 released · 2015-04-16
0.3.0
2015-02-23 · diff ↗
0.2.0
2014-11-18 · diff ↗
0.1.3
2014-09-20
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-09-20
Total releases: 20 / 12 yrs
License: GPL-3 OSI
Download size: 1.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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