R Observatory: Metrics for MOTE version 1.2.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MOTE

1.2.2Package record

Effect Size and Confidence Interval Calculator

1packages depend

6.5Kdownloads / year

73.1%test coverage

13/13flavors OK

Overview

About

Maintained by Erin M. BuchananCRAN page ↗GitHub ↗Issues ↗

Measure of the Effect ('MOTE') is an effect size calculator, including a wide variety of effect sizes in the mean differences family (all versions of d) and the variance overlap family (eta, omega, epsilon, r). 'MOTE' provides non-central confidence intervals for each effect size, relevant test statistics, and output for reporting in APA Style (American Psychological Association, 2010, <ISBN:1433805618>) with 'LaTeX'. In research, an over-reliance on p-values may conceal the fact that a study is under-powered (Halsey, Curran-Everett, Vowler, & Drummond, 2015 doi:10.1038/nmeth.3288). A test may be statistically significant, yet practically inconsequential (Fritz, Scherndl, & Kühberger, 2012 doi:10.1177/0959354312436870). Although the American Psychological Association has long advocated for the inclusion of effect sizes (Wilkinson & American Psychological Association Task Force on Statistical Inference, 1999 doi:10.1037/0003-066X.54.8.594), the vast majority of peer-reviewed, published academic studies stop short of reporting effect sizes and confidence intervals (Cumming, 2013, doi:10.1177/0956797613504966). 'MOTE' simplifies the use and interpretation of effect sizes and confidence intervals.

Changes in 1.2.2

Fixed issue with apa return to ensure backwards compatibility with tabledown.

From NEWS.md in the release

Install

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

install.packages("MOTE", 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("doomlab/MOTE")

Development version from doomlab/MOTE. 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-mote

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-MOTE

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-MOTE

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: 1.6 min · r-oldrel-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
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.2

READMEYes · 140 wordsVignettesNoNEWSYes · 67% structured · mentions 1.2.2Citation fileYes · computed when R runs itWebsitenot declared in DESCRIPTION

Help pages: 42
Examples that run: 100%32 run in a plain check
Exported functions with examples: 97%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 10%

How these are measured

Downloads

6.5K

CRAN downloads in the past year

Rank #8,365 · ~18/day · ~538/mo

Releases R versions

Daily download trend is not available in this view yet.

43330 days

1.1K90 days

6.5K1 year

Compare downloads with other packages →

Also on107 r2u3 autocran910 conda_forge86 c2d4u

How downloads are counted

Repository

doomlab/mote ↗Account: doomlab

17Stars

12Forks

3Open issues

0Open PRs

1Releases

359Commits

7Commit identities

effectsizeconfidenceintervalstatistics

359 commits · Last activity 2026-04-13 · +6.3% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 14
Median days to close, 50 most recently updated closed PRs: 1,856

Stars over time

2024-10-09 · 162026-10-21 · 17

How these are measured

PracticesBeta

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

Checks run against github.com/doomlab/mote on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Docs source (1)

pkgdown

Coverage (1)

Coverage reporting

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

2 external dependencies (excludes base and recommended)

Installing MOTE adds no packages beyond those that come with R.

Depends (1)

R >= 3.1.0

Imports (1)

stats

LinkingTo (0)

none

Suggests (2)

car testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Imports 1

Depends, Imports or LinkingTo, most downloaded first

tabledown

How these are counted

Code & Tests

Datasets

People & History

People (4)

Erin M. Buchanan

Author, Maintainer since 1.0.1 (2019)

Amber M Gillenwaters

Author

John E. Scofield

Author

K. D. Valentine

Author

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.2.2Latest
record
2025-12-15 · current release · diff ↗ ·
removed 4 exports
d.dep.t.avg, d.dep.t.diff.t, d.dep.t.rm, d.ind.t

added 33 exports
ci_r2, d_dep_t_avg, d_dep_t_diff, d_dep_t_diff_t, d_dep_t_rm, d_effect, d_ind_t, d_ind_t_t, d_prop, d_single_t, d_single_t_t, d_to_r, d_z_mean, d_z_z, delta_ind_t, epsilon_full_ss, eta_f, eta_full_ss, eta_partial_ss, g_ind_t, ges_partial_ss_mix, ges_partial_ss_rm, h.prop, h_prop, odds_ratio, omega_f, omega_full_ss, omega_g_ss_rm, omega_partial_ss_bn, omega_partial_ss_rm and 3 more
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
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
1.0.2
record
2019-04-10 · diff ↗
1.0.1
record
2019-03-06
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-03-06
Total releases: 3 / 7 yrs
License: LGPL-3 OSI
Minimum R: ≥ 3.1.0
Bundled data: 12 KB / 9 files
Download size: 109 KB

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MOTE")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 MOTE version 1.2.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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