fic
R package for focused information criteria for model comparison
Science Score: 23.0%
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○CITATION.cff file
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○codemeta.json file
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✓DOI references
Found 1 DOI reference(s) in README -
○Academic publication links
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1 of 2 committers (50.0%) from academic institutions -
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○Scientific vocabulary similarity
Low similarity (12.1%) to scientific vocabulary
Keywords
Repository
R package for focused information criteria for model comparison
Statistics
- Stars: 9
- Watchers: 1
- Forks: 2
- Open Issues: 0
- Releases: 0
Topics
Metadata Files
README.md
fic
The development repository for the fic R package for the Focused Information Criterion and related methods for model comparison.
The fic package compares how well different models estimate a quantity of interest (the "focus") so that different models may be preferred for different purposes.
Comparisons within any class of models fitted by maximum likelihood are supported, with shortcuts for commonly-used classes such as generalised linear models and parametric survival models.
The methods originate from Claeskens and Hjort (2003) and Claeskens and Hjort (2008)
Installation (stable CRAN version)
r
install.packages("fic")
Installation (development version)
r
install.packages("devtools") # if devtools not already installed
library(devtools)
install_github("chjackson/fic")
See the package vignettes (work in progress) for an introduction:
Different models for different purposes: focused model comparison in R
Bootstrap and alternative losses
Source code GitHub repository
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Owner
- Name: Chris Jackson
- Login: chjackson
- Kind: user
- Website: http://twitter.com/cjackstats
- Repositories: 22
- Profile: https://github.com/chjackson
Statistician and programmer
GitHub Events
Total
- Push event: 1
Last Year
- Push event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Chris Jackson | c****n@m****k | 103 |
| chjackson | c****n | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months 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
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- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
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Packages
- Total packages: 1
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Total downloads:
- cran 234 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: fic
Focused Information Criteria for Model Comparison
- Homepage: https://github.com/chjackson/fic
- Documentation: http://cran.r-project.org/web/packages/fic/fic.pdf
- License: GPL-3
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Latest release: 1.0.1
published 11 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 2.10 depends
- abind * imports
- ggplot2 * imports
- mvtnorm * imports
- numDeriv * imports
- scales * imports
- stats * imports
- survival * imports
- tensor * imports
- GGally * suggests
- flexsurv * suggests
- gapminder * suggests
- knitr * suggests
- msm >= 1.6.6 suggests
- rmarkdown * suggests
- sn * suggests
- testthat * suggests