Data

Tools

Indexes

Applications

Experiments

Open Source Science

ridge

CRAN R Package: Ridge Regression with automatic selection of the penalty parameter

https://github.com/steffenmoritz/ridge

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ✓
    DOI references
    Found 1 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: wiley.com
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.2%) to scientific vocabulary

Keywords

cran regression ridge-regression
Last synced: 6 months ago · JSON representation

Repository

CRAN R Package: Ridge Regression with automatic selection of the penalty parameter

Basic Info
  • Host: GitHub
  • Owner: SteffenMoritz
  • License: gpl-2.0
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 797 KB
Statistics
  • Stars: 18
  • Watchers: 2
  • Forks: 11
  • Open Issues: 3
  • Releases: 0
Topics
cran regression ridge-regression
Created about 9 years ago · Last pushed almost 3 years ago
Metadata Files
Readme License

README.md

ridge Logo

Project Status: Active The project has reached a stable, usable state and is being actively developed. R-CMD-check CRAN Version CRAN Downloads <!-- badges: end -->

ridge: Ridge Regression with automatic selection of the penalty parameter

About

The ridge package offers linear and logistic ridge regression, especially for small data sets and genome-wide SNP data.

Support

If you found a bug or have suggestions, feel free to get in contact via steffen.moritz10 at gmail.com

Since I only have taken over this package (it was orphaned) - it might be that I can't help with all details.

Be aware, that therefore I also can not guarantee to 100% that everything works as expected.

Further information

Erika Cule published also a scientific paper about the method, which you can find here: https://onlinelibrary.wiley.com/doi/abs/10.1002/gepi.21750

Cule, Erika, and Maria De Iorio. "Ridge regression in prediction problems: automatic choice of the ridge parameter." Genetic epidemiology 37.7 (2013): 704-714.

Version

3.3

License

GPL-2

Owner

  • Name: Steffen Moritz
  • Login: SteffenMoritz
  • Kind: user
  • Location: Germany

GitHub Events

Total
  • Fork event: 1
Last Year
  • Fork event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 68
  • Total Committers: 3
  • Avg Commits per committer: 22.667
  • Development Distribution Score (DDS): 0.206
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
SteffenMoritz s****0@g****m 54
Dan Frankowski d****w@g****m 13
jeromepaul j****1@g****m 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 11
  • Total pull requests: 10
  • Average time to close issues: 2 months
  • Average time to close pull requests: 7 days
  • Total issue authors: 9
  • Total pull request authors: 3
  • Average comments per issue: 4.55
  • Average comments per pull request: 2.1
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • dfrankow (2)
  • shufanzhang (2)
  • msundara1001 (1)
  • tallysfeldens (1)
  • BenjaminPlanterose (1)
  • xlucpu (1)
  • CristinaRoman1 (1)
  • badbye (1)
  • jtanevski (1)
Pull Request Authors
  • dfrankow (8)
  • schae211 (1)
  • jeromepaul (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • cran 1,271 last-month
  • Total docker downloads: 48
  • Total dependent packages: 4
    (may contain duplicates)
  • Total dependent repositories: 10
    (may contain duplicates)
  • Total versions: 19
  • Total maintainers: 1
cran.r-project.org: ridge

Ridge Regression with Automatic Selection of the Penalty Parameter

  • Versions: 18
  • Dependent Packages: 4
  • Dependent Repositories: 10
  • Downloads: 1,271 Last month
  • Docker Downloads: 48
Rankings
Forks count: 6.3%
Dependent repos count: 9.2%
Dependent packages count: 9.3%
Average: 9.6%
Downloads: 10.8%
Stargazers count: 12.2%
Maintainers (1)
steffen.moritz10@gmail.com
Last synced: 6 months ago
conda-forge.org: r-ridge
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.0%
Forks count: 42.2%
Average: 43.4%
Stargazers count: 46.3%
Dependent packages count: 51.2%
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.0.1 depends
  • grDevices * imports
  • graphics * imports
  • stats * imports
  • utils * imports
  • covr * suggests
  • datasets * suggests
  • testthat * suggests