R Observatory: Metrics for TwoRegression version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

TwoRegression

1.1.1

Develop and Apply Two-Regression Algorithms

0packages depend

1.8Kdownloads / year

31.8%test coverage

13/13checks pass

Overview

About

Maintained by Paul R. HibbingFirst published 2018-03-193 releasesCRAN page ↗GitHub ↗

Facilitates development and application of two-regression algorithms for research-grade wearable devices. It provides an easy way for users to access previously-developed algorithms, and also to develop their own. Initial motivation came from Hibbing PR, LaMunion SR, Kaplan AS, & Crouter SE (2018) doi:10.1249/MSS.0000000000001532. However, other algorithms are now supported. Please see the associated references in the package documentation for full details of the algorithms that are supported.

Install

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

install.packages("TwoRegression", 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("paulhibbing/TwoRegression")

Development version from paulhibbing/TwoRegression. 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-tworegression

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-TwoRegression

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-TwoRegression

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

Health

CRAN checks

13OK

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.15

31.8%

Coverage · measured lines

100%

Documentation · exports

11

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

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 88%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

1.8K

CRAN downloads in the past year

Rank #18,214 · ~5/day · ~152/mo

Releases R versions

Daily download trend is not available in this view yet.

15030 days

59990 days

1.8K1 year

Compare downloads with other packages →

Also on114 r2u15 autocran

Repository

GitHub ↗ paulhibbing/tworegression

0Stars

0Forks

2Open issues

0Open PRs

1Releases

64Commits

1Contributors

License GPL-3.0 · 64 commits · Last activity 2025-11-15

Releases over time

2022-09-08 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/paulhibbing/tworegression on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (11)

dplyr ggplot2 gridExtra lubridate magrittr PAutilities pROC (>= 1.16.0)RcppRoll rlangstatstidyr

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Paul R. Hibbing

Author, Maintainer

Authors (1)

Paul R. Hibbing

Author, Maintainer

Contributors (1)

Vincent T. van Hees

Contributor

Listed in earlier versions (2)

Paul R.

no longer listed · 0.1.2 to 1.1.1

Vincent T.

no longer listed · 0.1.2 to 1.1.1

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
1.1.1Latest
2025-11-19 · current release · diff ↗
unarchivedReturned to CRAN
2025-11-19
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
archivedRemoved from CRAN
2023-04-19
requires archived package 'PAutilities'
1.0.0
2022-09-05 · 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
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.1.2
2018-03-19
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2018-03-19
Total releases: 3 / 8 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 111 KB / 6 files
Download size: 767 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("TwoRegression")

Format

Hibbing, P. R., & van Hees, V. T. (2025). TwoRegression: Develop and Apply Two-Regression Algorithms (Version 1.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.TwoRegression

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 TwoRegression version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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