lgspline
A comprehensive software package for fitting smoothing splines and generalizations thereof
Science Score: 26.0%
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○Scientific vocabulary similarity
Low similarity (4.3%) to scientific vocabulary
Keywords
Repository
A comprehensive software package for fitting smoothing splines and generalizations thereof
Basic Info
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 3
Topics
Metadata Files
README.md
Introduction
This R package implements Lagrangian multiplier smoothing splines, which reformulate smoothing splines through constrained optimization. This approach provides direct access to predictor-response relationships through interpretable coefficients, unlike other formulations that require post-fitting algebraic manipulation.
Installation
devtools::install_github("matthewlouisdavisBioStat/lgspline")
Citation
If you use this package in your research, please cite:
Davis, M. (2025). Lagrangian Multiplier Smoothing Splines. https://github.com/matthewlouisdavisBioStat/lgspline/
Contact
For questions or feedback, please open an issue on GitHub.
Owner
- Login: matthewlouisdavisBioStat
- Kind: user
- Repositories: 2
- Profile: https://github.com/matthewlouisdavisBioStat
GitHub Events
Total
- Release event: 3
- Push event: 29
- Create event: 6
Last Year
- Release event: 3
- Push event: 29
- Create event: 6
Packages
- Total packages: 1
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Total downloads:
- cran 179 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: lgspline
Lagrangian Multiplier Smoothing Splines for Smooth Function Estimation
- Homepage: https://github.com/matthewlouisdavisBioStat/lgspline
- Documentation: http://cran.r-project.org/web/packages/lgspline/lgspline.pdf
- License: MIT + file LICENSE
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Latest release: 0.2.0
published 10 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.5.0 depends
- FNN * imports
- Rcpp >= 1.0.7 imports
- RcppArmadillo * imports
- graphics * imports
- parallel * imports
- stats * imports
- FNN * suggests
- RColorBrewer * suggests
- knitr * suggests
- plotly * suggests
- quadprog * suggests
- rmarkdown * suggests
- survival * suggests
- testthat >= 3.0.0 suggests
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- r-hub/actions/setup v1 composite
- r-hub/actions/setup-deps v1 composite
- r-hub/actions/setup-r v1 composite