Package: absorber
Type: Package
Title: Variable Selection in Nonparametric Models using B-Splines
Version: 1.0
Date: 2024-02-22
Authors@R: c(person("Mary E.", "Savino", email = "mary.savino@outlook.fr", role = c("aut", "cre")),
           person("Celine","Levy-Leduc", email="celine.levy-leduc@agroparistech.fr", role = "ctb"))
Author: Mary E. Savino [aut, cre],
  Celine Levy-Leduc [ctb]
Maintainer: Mary E. Savino <mary.savino@outlook.fr>
Description: A variable selection method using B-Splines in multivariate nOnparametric Regression models Based on partial dErivatives Regularization (ABSORBER) implements a novel variable selection method in a nonlinear multivariate model using B-splines. For further details we refer the reader to the paper Savino, M. E. and Lévy-Leduc, C. (2024), <https://hal.science/hal-04434820>.
License: GPL-2
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5.0), Matrix, sparsegl, fda, parallel
Imports: ggplot2, MASS, irlba
Suggests: knitr, markdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2024-02-22 10:30:51 UTC; mary
Repository: CRAN
Date/Publication: 2024-02-23 18:50:08 UTC
Built: R 4.6.0; ; 2026-04-30 18:25:34 UTC; unix
