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.
devtools::install_github("matthewlouisdavisBioStat/lgspline")
If you use this package in your research, please cite:
Davis, M. (2025). Lagrangian Multiplier Smoothing Splines. https://github.com/matthewlouisdavisBioStat/lgspline/
For questions or feedback, please open an issue on GitHub.
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