CRAN/E | glober

glober

Estimating Functions with Multivariate B-Splines

Installation

About

Generalized LassO applied to knot selection in multivariate B-splinE Regression (GLOBER) implements a novel approach for estimating functions in a multivariate nonparametric regression model based on an adaptive knot selection for B-splines using the Generalized Lasso. For further details we refer the reader to the paper Savino, M. E. and Lévy-Leduc, C. (2023), .

Key Metrics

Version 1.0
R ≥ 3.5.0
Published 2023-06-07 327 days ago
Needs compilation? no
License GPL-2
CRAN checks glober results

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Maintainer

Maintainer

Mary E. Savino

mary.savino@outlook.fr

Authors

M. E. Savino

Material

Reference manual
Package source

Vignettes

glober package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0
Matrix
genlasso
fda
parallel

Imports

ggplot2
plot3D

Suggests

knitr
markdown