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
Links to: arxiv.org -
○Committers with academic emails
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.5%) to scientific vocabulary
Repository
R package for exploration of parameter spaces
Basic Info
- Host: GitHub
- Owner: andrechalom
- License: gpl-3.0
- Language: R
- Default Branch: master
- Size: 87.9 KB
Statistics
- Stars: 5
- Watchers: 3
- Forks: 0
- Open Issues: 2
- Releases: 0
Metadata Files
README.md
pse
R package for exploration of parameter spaces
This package aims to provide a simple and robust approach to the exploration of parameter spaces of computational models, focused around the Latin Hypercube Sampling.
The theoretical revision provided in this arXiv paper and the examples provided in the package focus on ecological models, with emphasis in structured population growth models. However, the functions provided should be adequate to other areas of knowledge as well.
We also propose a new methodology based on the likelihood statistical paradigm, called PLUE - Profiled Likelihood Uncertainty Estimation. The theoretical background for it can be found in this arXiv paper.
The package is available on CRAN at https://cran.r-project.org/package=pse and can be installed with
R
install.packages("pse")
This package was developed as part of my Master's degree program, which was funded by CAPES (2012-2014).
More detailed information can be found here.
Owner
- Name: Andre Chalom
- Login: andrechalom
- Kind: user
- Location: São Paulo, Brasil
- Repositories: 6
- Profile: https://github.com/andrechalom
GitHub Events
Total
Last Year
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Andre Chalom | a****m@g****m | 30 |
Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 10
cran.r-project.org: pse
Parameter Space Exploration with Latin Hypercubes
- Homepage: https://github.com/andrechalom/pse
- Documentation: http://cran.r-project.org/web/packages/pse/pse.pdf
- License: GPL-3
- Status: removed
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Latest release: 0.4.7
published almost 9 years ago
Rankings
Dependencies
- Hmisc * depends
- R >= 3.0.1 depends
- boot * imports
- graphics * imports
- parallel * imports
- stats * imports
- utils * imports
- mcmc * suggests
- sensitivity * suggests