y_obs

<p>An example of noisy observations obtained by adding a Gaussian noise to \(f_1(x_i)\) associated to the input values contained in x_obs.rda. See Savino and Lévy-Leduc (2024) for the expression of \(f_1\).</p>

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>.

Mary Savino

absorber

Variable Selection in Nonparametric Models using B-Splines

Mary E. Savino

Celine Levy-Leduc

y_obs function

Format

Values of the response variable of the noisy observation set of five input variables — y_obs

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

y_obs: Values of the response variable of the noisy observation set of five input variables

Description

Usage

Arguments

Format