Extracting, Computing and Exploring the Parameters of Statistical Models using R

Extracting, Computing and Exploring the Parameters of Statistical Models using R - Published in JOSS (2020)
https://github.com/easystats/parameters

Keywords

beta bootstrap ci confidence-intervals data-reduction easystats fa feature-extraction feature-reduction hacktoberfest parameters pca pvalues r r-package regression-models robust-statistics standardize standardized-estimates statistical-models

Keywords from Contributors

report standardization correlation anova interpretation conversion mixed-models loo aic r2

Last synced: 2 months ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

:bar_chart: Computation and processing of models' parameters

Host: GitHub
URL: https://github.com/easystats/parameters
Owner: easystats
License: gpl-3.0
Created: 2019-02-09T04:01:40.000Z (almost 7 years ago)
Default Branch: main
Last Pushed: 2025-10-15T15:21:59.000Z (3 months ago)
Last Synced: 2025-10-24T00:51:51.335Z (2 months ago)
Topics: beta, bootstrap, ci, confidence-intervals, data-reduction, easystats, fa, feature-extraction, feature-reduction, hacktoberfest, parameters, pca, pvalues, r, r-package, regression-models, robust-statistics, standardize, standardized-estimates, statistical-models
Language: R
Homepage: https://easystats.github.io/parameters/
Size: 116 MB
Stars: 477
Watchers: 10
Forks: 40
Open Issues: 63
Releases: 0
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Support: .github/SUPPORT.md

Owner metadata

Name: easystats
Login: easystats
Email:
Kind: organization
Description: Make R stats easy!
Website: https://easystats.github.io/easystats/
Location: worldwide
Twitter: easystats4u
Company:
Icon url: https://avatars.githubusercontent.com/u/47102598?v=4
Repositories: 19
Last ynced at: 2025-10-06T13:47:05.418Z
Profile URL: https://github.com/easystats

GitHub Events

Total

Create event: 68
Release event: 9
Issues event: 82
Watch event: 35
Delete event: 65
Issue comment event: 212
Push event: 590
Pull request review comment event: 63
Pull request review event: 67
Pull request event: 132
Fork event: 3

Last Year

Create event: 64
Release event: 8
Issues event: 79
Watch event: 31
Delete event: 63
Issue comment event: 198
Push event: 555
Pull request review comment event: 62
Pull request review event: 66
Pull request event: 126
Fork event: 3

Committers metadata

Last synced: 2 months ago

Total Commits: 4,967
Total Committers: 24
Avg Commits per committer: 206.958
Development Distribution Score (DDS): 0.192

Commits in past year: 171
Committers in past year: 9
Avg Commits per committer in past year: 19.0
Development Distribution Score (DDS) in past year: 0.094

Name	Email	Commits
Daniel	m**l@d**e	4014
Dominique Makowski	d**9@g**m	430
Indrajeet Patil	p**e@g**m	309
Vincent Arel-Bundock	v**k@u**a	63
mattansb	3****b	57
Brenton M. Wiernik	b****k	22
etiennebacher	e**r@p**m	17
github-actions[bot]	4****]	14
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Christina Maimone	c**e@g**m	1
Daniel E. Weeks	w**s@p**u	1
Guspan Tanadi	3****i	1
Laurent Bergé	4****e	1
Philip Waggoner	3****r	1
Rémi Thériault	1****c	1
Stefan Hansen	4****n	1
dependabot[bot]	4****]	1
jim	j**n@g**m	1

Committer domains:

Issue and Pull Request metadata

Last synced: 2 months ago

Total issues: 144
Total pull requests: 356
Average time to close issues: 5 months
Average time to close pull requests: 7 days
Total issue authors: 51
Total pull request authors: 17
Average comments per issue: 3.33
Average comments per pull request: 1.16
Merged pull request: 301
Bot issues: 1
Bot pull requests: 32

Past year issues: 48
Past year pull requests: 141
Past year average time to close issues: 6 days
Past year average time to close pull requests: 2 days
Past year issue authors: 19
Past year pull request authors: 9
Past year average comments per issue: 3.1
Past year average comments per pull request: 0.71
Past year merged pull request: 113
Past year bot issues: 0
Past year bot pull requests: 15

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/easystats/parameters

Top Issue Authors

vincentarelbundock (16)
strengejacke (16)
DominiqueMakowski (13)
IndrajeetPatil (12)
mattansb (9)
snhansen (9)
profandyfield (8)
raffaem (5)
bwiernik (5)
rbcavanaugh (3)
LukasWallrich (2)
InkaMarei (2)
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rempsyc (2)
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Top Pull Request Authors

strengejacke (279)
github-actions[bot] (30)
DominiqueMakowski (11)
vincentarelbundock (8)
mattansb (5)
IndrajeetPatil (4)
etiennebacher (4)
jimrothstein (3)
mr-c (2)
guspan-tanadi (2)
dependabot[bot] (2)
lrberge (1)
snhansen (1)
rempsyc (1)
donaldkip77 (1)

Top Issue Labels

bug :bug: (13)
3 investigators :grey_question::question: (12)
Enhancement :boom: (12)
Bug :bug: (11)
enhancement :boom: (7)
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feature idea :fire: (4)
Feature idea :fire: (4)
What's your opinion :hear_no_evil: (3)
Refactor :recycle: (3)
docs :books: (3)
Won't fix :no_entry_sign: (2)
Help us :eyes: (2)
question :question: (2)
waiting for response :love_letter: (1)
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low priority :sleeping: (1)
Consistency :green_apple: :apple: (1)
wontfix :no_entry_sign: (1)
reprex :bar_chart: (1)
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Auto-update (1)
what's your opinion :hear_no_evil: (1)
Low priority :sleeping: (1)
Breaking 🏴‍☠️ (1)

Top Pull Request Labels

Auto-update (18)
auto-update (12)
hacktoberfest 💻 (3)
dependencies (2)
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docs :books: (1)

Package metadata

Total packages: 3
Total downloads:
- cran: 109,986 last-month
Total docker downloads: 48,020
Total dependent packages: 46 (may contain duplicates)
Total dependent repositories: 76 (may contain duplicates)
Total versions: 102
Total maintainers: 1

cran.r-project.org: parameters

Processing of Model Parameters

Homepage: https://easystats.github.io/parameters/
Documentation: http://cran.r-project.org/web/packages/parameters/parameters.pdf
Licenses: GPL-3
Latest release: 0.28.2 (published 4 months ago)
Last Synced: 2025-10-26T01:44:52.564Z (2 months ago)
Versions: 52
Dependent Packages: 33
Dependent Repositories: 75
Downloads: 109,986 Last month
Docker Downloads: 48,020
Rankings:
- Stargazers count: 0.993%
- Downloads: 1.494%
- Forks count: 2.129%
- Dependent packages count: 2.273%
- Dependent repos count: 2.7%
- Average: 5.445%
- Docker downloads count: 23.08%
Maintainers (1)
- officialeasystats@gmail.com

proxy.golang.org: github.com/easystats/parameters

Homepage:
Documentation: https://pkg.go.dev/github.com/easystats/parameters#section-documentation
Licenses: gpl-3.0
Latest release: v0.28.2 (published 4 months ago)
Last Synced: 2025-10-26T01:44:59.528Z (2 months ago)
Versions: 23
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.459%
- Average: 5.642%
- Dependent repos count: 5.825%

conda-forge.org: r-parameters

Homepage: https://easystats.github.io/parameters/
Licenses: GPL-3.0-only
Latest release: 0.19.0 (published about 3 years ago)
Last Synced: 2025-10-13T10:22:11.760Z (3 months ago)
Versions: 27
Dependent Packages: 13
Dependent Repositories: 1
Rankings:
- Dependent packages count: 4.816%
- Average: 20.043%
- Stargazers count: 20.765%
- Dependent repos count: 24.367%
- Forks count: 30.226%

Dependencies

DESCRIPTION cran

R >= 3.5 depends
bayestestR >= 0.12.1 imports
datawizard >= 0.4.1 imports
graphics * imports
insight >= 0.17.1.8 imports
methods * imports
stats * imports
utils * imports
AER * suggests
BayesFM * suggests
BayesFactor * suggests
ClassDiscovery * suggests
DRR * suggests
EGAnet >= 0.7 suggests
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GLMMadaptive * suggests
GPArotation * suggests
Hmisc * suggests
M3C * suggests
MASS * suggests
MCMCglmm * suggests
Matrix * suggests
MuMIn * suggests
NbClust * suggests
PCDimension * suggests
PMCMRplus * suggests
PROreg * suggests
TMB * suggests
VGAM * suggests
WRS2 * suggests
afex * suggests
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glmmTMB * suggests
gt * suggests
httr * suggests
ivprobit * suggests
ivreg * suggests
knitr * suggests
lavaSearch2 * suggests
lavaan * suggests
lfe * suggests
lm.beta * suggests
lme4 * suggests
lmerTest * suggests
lmtest * suggests
logspline * suggests
lqmm * suggests
magrittr * suggests
marginaleffects * suggests
mclust * suggests
mediation * suggests
merDeriv * suggests
metaBMA * suggests
metafor * suggests
mfx * suggests
mgcv * suggests
mice * suggests
multcomp * suggests
nFactors * suggests
nlme * suggests
nnet * suggests
openxlsx * suggests
ordinal * suggests
panelr * suggests
pbkrtest * suggests
performance >= 0.8.0 suggests
plm * suggests
poorman * suggests
posterior * suggests
pscl * suggests
psych * suggests
pvclust * suggests
quantreg * suggests
randomForest * suggests
rmarkdown * suggests
rms * suggests
rstanarm * suggests
sandwich * suggests
see >= 0.6.9 suggests
sjstats * suggests
survey * suggests
survival * suggests
testthat * suggests
tripack * suggests
truncreg * suggests

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Score: 21.44101071827567

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