Learn R Programming

absorber (version 1.0)

Variable Selection in Nonparametric Models using B-Splines

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), .

Copy Link

Version

Install

install.packages('absorber')

Monthly Downloads

363

Version

1.0

License

GPL-2

Maintainer

Mary Savino

Last Published

February 23rd, 2024

Functions in absorber (1.0)

absorber-package

tools:::Rd_package_title("absorber")
y_obs

Values of the response variable of the noisy observation set of five input variables
absorber

Variable selection in nonparametric models
x_obs

Observation matrix x of five variables
plot_selection

Visualization of the selected variables