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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 |
Reference manual: | aspline.pdf |
Vignettes: |
Illustration of Adaptive Spline |
Package source: | aspline_0.2.0.tar.gz |
Windows binaries: | r-devel: aspline_0.2.0.zip, r-release: aspline_0.2.0.zip, r-oldrel: aspline_0.2.0.zip |
macOS binaries: | r-release (arm64): aspline_0.2.0.tgz, r-oldrel (arm64): aspline_0.2.0.tgz, r-release (x86_64): aspline_0.2.0.tgz, r-oldrel (x86_64): aspline_0.2.0.tgz |
Old sources: | aspline archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.