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", <arXiv:1808.01770>.

Version: 0.1.0
Depends: R (≥ 2.10)
Imports: magrittr, ggplot2, dplyr, tidyr, splines2, Rcpp, Matrix, mgcv, reshape2, pspline, rlang, pryr, fda
LinkingTo: Rcpp
Suggests: testthat, knitr, markdown, rmarkdown, covr
Published: 2021-09-28
Author: Vivien Goepp ORCID iD [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

Downloads:

Reference manual: aspline.pdf
Vignettes: Illustration of Adaptive Spline
Package source: aspline_0.1.0.tar.gz
Windows binaries: r-devel: aspline_0.1.0.zip, r-devel-UCRT: aspline_0.1.0.zip, r-release: aspline_0.1.0.zip, r-oldrel: aspline_0.1.0.zip
macOS binaries: r-release (arm64): aspline_0.1.0.tgz, r-release (x86_64): aspline_0.1.0.tgz, r-oldrel: aspline_0.1.0.tgz

Linking:

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