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 8 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org -
○Committers with academic emails
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○Scientific vocabulary similarity
Low similarity (7.0%) to scientific vocabulary
Repository
General P-Splines
Basic Info
- Host: GitHub
- Owner: ZheyuanLi
- Language: R
- Default Branch: main
- Size: 729 KB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
gps (version 1.1)
General P-Splines
General P-splines are non-uniform B-splines penalized by a general difference penalty, proposed by Li and Cao (2022). Constructible on arbitrary knots, they extend the standard P-splines of Eilers and Marx (1996). They are also related to the O-splines of O'Sullivan (1986) via a sandwich formula that links a general difference penalty to a derivative penalty. The package includes routines for setting up and handling difference and derivative penalties. It also fits P-splines and O-splines to (x, y) data (optionally weighted) for a grid of smoothing parameter values in the automatic search intervals of Li and Cao (2023). It aims to facilitate other packages to implement P-splines or O-splines as a smoothing tool in their model estimation framework.
Installation from CRAN
Version 1.1 will appear on CRAN sometime in May, 2023.
r
install.packages("gps")
Installation from GitHub
```r
you may need to first install package 'remotes' from CRAN
remotes::install_github("ZheyuanLi/gps") ```
Vignette
R code for Li and Cao (2022) is at: https://github.com/ZheyuanLi/gps-vignettes/blob/main/gps1.pdf R code for Li and Cao (2023) is at: https://github.com/ZheyuanLi/gps-vignettes/blob/main/gps2.pdf
Owner
- Name: Zheyuan Li
- Login: ZheyuanLi
- Kind: user
- Repositories: 3
- Profile: https://github.com/ZheyuanLi
GitHub Events
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Last Year
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Last synced: over 2 years ago
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- Total pull requests: 0
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- 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
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- Issue authors: 0
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Packages
- Total packages: 1
- Total downloads: unknown
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 3
- Total maintainers: 1
cran.r-project.org: gps
General P-Splines
- Homepage: https://github.com/ZheyuanLi/gps
- Documentation: http://cran.r-project.org/web/packages/gps/gps.pdf
- License: GPL-3
- Status: removed
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Latest release: 1.2
published almost 3 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 4.0.0 depends
- Matrix * imports
- grDevices * imports
- graphics * imports
- methods * imports
- splines * imports
- stats * imports