aspline: Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penalized approach to select the most relevant knots. B-splines of any degree can be fitted. More details in 'Goepp et al. (2018)', "Spline Regression with Automatic Knot Selection", <doi:10.48550/arXiv.1808.01770>.
| Version: | 0.2.0 |
| Depends: | R (≥ 2.10) |
| Imports: | magrittr,ggplot2,dplyr,tidyr,splines2,Rcpp,mgcv,rlang |
| LinkingTo: | Rcpp |
| Suggests: | knitr,markdown,rmarkdown,covr |
| Published: | 2022-06-09 |
| DOI: | 10.32614/CRAN.package.aspline |
| Author: | Vivien Goepp [aut, cre], Grégory Nuel [aut] |
| Maintainer: | Vivien Goepp <vivien.goepp at gmail.com> |
| BugReports: | https://github.com/goepp/aspline/issues |
| License: | GPL-3 |
| URL: | https://github.com/goepp/aspline |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | aspline results |
Documentation:
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