https://github.com/cjgeyer/glmbb
All Hierarchical Models for GLM via Branch and Bound
Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 1 committers (100.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.3%) to scientific vocabulary
Repository
All Hierarchical Models for GLM via Branch and Bound
Basic Info
- Host: GitHub
- Owner: cjgeyer
- License: other
- Language: R
- Default Branch: master
- Size: 1.52 MB
Statistics
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
This is an R package, which is on CRAN, that searches for all hierarchical submodels of a specified GLM with criterion (AIC, BIC, or AICc) within a specified cutoff of the minimum value. Alternatively, all the same thing except with just graphical models rather than hierarchical models. It uses the branch and bound algorithm so it does not have to fit all models.
There are also functions isHierarchical and isGraphical that say whether
a formula corresponds to a hierarchical or graphical model.
Owner
- Name: Charles J. Geyer
- Login: cjgeyer
- Kind: user
- Location: Minneapolis, Minnesota, USA
- Company: University of Minnesota School of Statistics
- Website: http://www.stat.umn.edu/~charlie/
- Repositories: 18
- Profile: https://github.com/cjgeyer
I am a professor in the School of Statistics, University of Minnesota. Most repos here are R packages, some for CRAN and some for teaching.
GitHub Events
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Last Year
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Charles J. Geyer | c****e@s****u | 38 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: almost 2 years ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total 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
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
Top Authors
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Top Labels
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Packages
- Total packages: 1
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Total downloads:
- cran 292 last-month
- Total dependent packages: 1
- Total dependent repositories: 2
- Total versions: 5
- Total maintainers: 1
cran.r-project.org: glmbb
All Hierarchical or Graphical Models for Generalized Linear Model
- Homepage: https://github.com/cjgeyer/glmbb
- Documentation: http://cran.r-project.org/web/packages/glmbb/glmbb.pdf
- License: MIT + file LICENSE
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Latest release: 0.5-1
published over 5 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.1.1 depends
- Matrix * imports
- clpAPI * imports
- digest * imports
- methods * imports
- stats * imports
- CatDataAnalysis * suggests