Science Score: 23.0%
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
Found 1 DOI reference(s) in README -
○Academic publication links
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✓Committers with academic emails
1 of 6 committers (16.7%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.5%) to scientific vocabulary
Repository
Bayesian kernel machine regression
Basic Info
- Host: GitHub
- Owner: jenfb
- Language: R
- Default Branch: master
- Size: 5.19 MB
Statistics
- Stars: 59
- Watchers: 1
- Forks: 23
- Open Issues: 20
- Releases: 0
Metadata Files
README.md
The R package bkmr implements Bayesian kernel machine regression, a statistical approach for estimating the joint health effects of multiple concurrent exposures. Additional information on the statistical methodology and on the computational details are provided in Bobb et al. 2015. More recent extensions, details on the software, and worked-through examples are provided in Bobb et al. 2018.
You can install the latest released version of bkmr from CRAN with:
R
install.packages("bkmr")
Or the latest development version from github with:
R
install.packages("devtools")
devtools::install_github("jenfb/bkmr")
For a general overview and guided examples, go to https://jenfb.github.io/bkmr/overview.html.
For examples from the software paper, please see
- https://jenfb.github.io/bkmr/SimData1
- https://jenfb.github.io/bkmr/ProbitEx
Owner
- Name: Jennifer F. Bobb
- Login: jenfb
- Kind: user
- Repositories: 1
- Profile: https://github.com/jenfb
GitHub Events
Total
- Watch event: 7
- Issue comment event: 1
- Push event: 2
- Pull request event: 5
- Fork event: 1
Last Year
- Watch event: 7
- Issue comment event: 1
- Push event: 2
- Pull request event: 5
- Fork event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Jennifer F. Bobb | j****b@g****m | 225 |
| Jennifer Bobb | b****j@g****g | 59 |
| Christine Stewart | s****c@g****g | 6 |
| unknown | b****1@D****G | 3 |
| Jennifer Bobb | j****b@k****g | 2 |
| Roger D. Peng | r****g@j****u | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 38
- Total pull requests: 4
- Average time to close issues: about 1 year
- Average time to close pull requests: 10 months
- Total issue authors: 30
- Total pull request authors: 3
- Average comments per issue: 0.84
- Average comments per pull request: 0.5
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 2
- Average time to close issues: N/A
- Average time to close pull requests: 4 days
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.5
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- jenfb (5)
- mvarde12 (3)
- alexpkeil1 (2)
- Cjjsmu (2)
- Clairec137 (1)
- minato1990 (1)
- LeungJun24 (1)
- JennicaZhao (1)
- paujedynak (1)
- sinjinisikdar (1)
- davidrjohnson4 (1)
- jianvhuang (1)
- IloveGermanHotdog (1)
- fan918235 (1)
- LindaAmoafo (1)
Pull Request Authors
- LukeDuttweiler (4)
- jpkrooney (2)
- rdpeng (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 1,089 last-month
- Total docker downloads: 21,613
- Total dependent packages: 1
- Total dependent repositories: 2
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: bkmr
Bayesian Kernel Machine Regression
- Homepage: https://github.com/jenfb/bkmr
- Documentation: http://cran.r-project.org/web/packages/bkmr/bkmr.pdf
- License: GPL-2
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Latest release: 0.2.2
published over 4 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.1.2 depends
- MASS * imports
- dplyr * imports
- fields * imports
- magrittr * imports
- nlme * imports
- tibble * imports
- tidyr * imports
- tmvtnorm * imports
- truncnorm * imports