R Observatory: Metrics for gimme version 10.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

gimme

10.0Package record

Group Iterative Multiple Model Estimation

0packages depend

9Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Kathleen M GatesCRAN page ↗GitHub ↗Website ↗Issues ↗

Data-driven approach for arriving at person-specific time series models. The method first identifies which relations replicate across the majority of individuals to detect signal from noise. These group-level relations are then used as a foundation for starting the search for person-specific (or individual-level) relations. See Gates & Molenaar (2012) doi:10.1016/j.neuroimage.2012.06.026.

Install

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

install.packages("gimme", 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("GatesLab/gimme")

Development version from GatesLab/gimme. 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-gimme

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-gimme

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-gimme

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: 3.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
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 10.0

READMEYes · 1,033 wordsVignettesYes · 1 · staticNEWSNoCitation fileNoWebsiteYes

Help pages: 44 (32 internal)includes a package overview page
Examples that run: 20%1 run in a plain check · 4 never run
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 17%
Help pages citing references: 2%

Vignettes (1)

GIMME HTML

How these are measured

Downloads

9K

CRAN downloads in the past year

Rank #4,151 · ~25/day · ~750/mo

Releases R versions

Daily download trend is not available in this view yet.

93730 days

2.2K90 days

9K1 year

Compare downloads with other packages →

Also on137 r2u7 autocran139 c2d4u

How downloads are counted

Repository

gateslab/gimme ↗Organization: GatesLab

32Stars

18Forks

0Open issues

0Open PRs

0Releases

633Commits

15Commit identities

633 commits · Last activity 2026-06-11 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 84%
Median days to close, 50 most recently updated closed issues: 62
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-12 · 272026-09-10 · 32

How these are measured

PracticesBeta

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

Checks run against github.com/gateslab/gimme on 2026-10-22.

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing gimme adds 120 packages (67 with compiled code, 97 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.5.0

Imports (12)

lavaan igraph qgraph data.tree MIIVsem imputeTS nloptrgraphicsstatsMASStseriesutils

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

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 (16)

Kathleen M Gates

Author, Maintainer since 0.5-0 (2019), ccp

Cara Arizmendi

Author · added in 0.3-1

Zachary Fisher

Author · added in 0.3-1

Stephanie Lane

Author, Translator

Peter Molenaar

Author, ccp · added in 0.1-2

Sebastian Castro Alvarez

Contributor · added in 0.7-5

Kelly Duffy

Contributor · added in 0.5-0

Michael Hallquist

Contributor · added in 0.1-3

Teague Henry

Contributor · added in 0.4

Lan Luo

Contributor · added in 0.6-0

Edgar Merkle

Contributor · added in 0.7-11

Jonathan Park

Contributor · added in 0.7-5

Hallie Pike

Contributor · added in 0.1-3

Show 1 more contributorHide 1 contributor

Björn Siepe

Contributor

Adriene Beltz

csp · added in 0.6-1

Aidan Wright

csp · added in 0.7-5

Previously maintained by Stephanie Lane (0.1 to 0.4-2).

Listed in earlier versions (4)

Show 4 peopleHide 4 people

Kathleen Gates

no longer listed · 0.1-2 to 0.7-18

Alvarez

no longer listed · 0.8 to 10.0

Gates

no longer listed · 0.8 to 10.0

Siepe

no longer listed · 0.9.2 to 10.0

Releases (48)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
10.0Latest
record
2026-04-17 · current release · diff ↗
0.9.4
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2026-03-25 · diff ↗
0.9.3
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2025-11-14 · diff ↗
0.9.2
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2025-08-22 · diff ↗
0.9.1
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2025-06-26 · diff ↗
0.8.3
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2025-06-23 · diff ↗
0.8.2
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2025-05-28 · diff ↗
0.8.1
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2025-05-21 · diff ↗
0.8
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2025-04-29 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.7-18
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2024-06-21 · diff ↗
0.7-17
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2024-05-21 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.7-16
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2024-01-31 · diff ↗
0.7-15
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2023-08-29 · diff ↗

Show 45 earlier eventsHide 45 earlier events

0.7-14
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2023-06-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.7-13
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2023-03-22 · diff ↗
0.7-12
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2023-03-17 · diff ↗
0.7-11
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2023-02-28 · diff ↗
0.7-10
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2022-12-15 · diff ↗
0.7-9
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2022-12-02 · diff ↗
0.7-8
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2022-08-10 · diff ↗ ·
added 1 export
simulateVAR
R
R 4.2.0 released · 2022-04-22
0.7-7
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2021-10-19 · diff ↗
0.7-6
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2021-08-19 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.7-5
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2021-03-23 · diff ↗
0.7-4
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2020-10-14 · diff ↗
0.7-3
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2020-09-23 · diff ↗
0.7-2
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2020-09-03 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.7-1
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2020-02-15 · diff ↗
0.6-1
record
2019-09-13 · diff ↗ ·
added 1 export
convolveFIR
0.6-0
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2019-05-23 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.5-1
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2019-02-28 · diff ↗
0.5-0
record
2019-02-20 · diff ↗ ·
added 1 export
solution.tree
0.4-2
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2018-08-26 · diff ↗
0.4-1
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2018-06-30 · diff ↗
0.4
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2018-05-20 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.3-3
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2018-03-18 · diff ↗
0.3-2
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2017-12-15 · diff ↗
0.3-1
record
2017-10-27 · diff ↗ ·
removed 2 exports
gimmeGUI, gimmeInteractive
0.2-2
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2017-05-19 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.2-1
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2017-03-23 · diff ↗
0.2-0
record
2016-11-20 · diff ↗
0.1-7
record
2016-06-17 · diff ↗ ·
added 1 export
gimmeGUI
R
R 3.3.0 released · 2016-05-03
0.1-6
record
2015-10-27 · diff ↗
0.1-5
record
2015-10-20 · diff ↗ ·
added 1 export
gimme
0.1-4
record
2015-10-16 · diff ↗ ·
removed 1 export
gimme

added 1 export
gimmeSEM
0.1-3
record
2015-10-05 · diff ↗ ·
added 1 export
gimmeInteractive
0.1-2
record
2015-09-11 · diff ↗ ·
removed 2 exports
aggregate, semigimme

added 1 export
aggSEM
R
R 3.2.0 released · 2015-04-16
0.1-1
record
2014-12-16 · diff ↗
0.1
record
2014-12-12
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-12-12
Total releases: 48 / 12 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Bundled data: 1.4 MB / 5 files
Download size: 1.6 MB

Appears in task views

Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("gimme")

Format

Gates, K. M., Alvarez, S. C., Arizmendi, C., Beltz, A., Duffy, K., Fisher, Z., Hallquist, M., Henry, T., Lane, S., Luo, L., Merkle, E., Molenaar, P., Park, J., Pike, H., Siepe, B., & Wright, A. (2026). gimme: Group Iterative Multiple Model Estimation (Version 10.0) [Computer software]. https://doi.org/10.32614/CRAN.package.gimme

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 gimme version 10.0 [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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