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:
Downloads:
Linking:
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