CRAN/E | absorber

absorber

Variable Selection in Nonparametric Models using B-Splines

Installation

About

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), .

Key Metrics

Version 1.0
R ≥ 3.5.0
Published 2024-02-23 72 days ago
Needs compilation? no
License GPL-2
CRAN checks absorber results

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Maintainer

Maintainer

Mary E. Savino

mary.savino@outlook.fr

Authors

Mary E. Savino

aut / cre

Celine Levy-Leduc

ctb

Material

Reference manual
Package source

Vignettes

absorber package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0
Matrix
sparsegl
fda
parallel

Imports

ggplot2
MASS
irlba

Suggests

knitr
markdown