Estimating Functions with Multivariate B-Splines

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), .


Reference manual

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install.packages("glober")

1.0 by Mary E. Savino, 3 years ago


Browse source code at https://github.com/cran/glober


Authors: M. E. Savino


Documentation:   PDF Manual  


GPL-2 license


Imports ggplot2, plot3D

Depends on Matrix, genlasso, fda, parallel

Suggests knitr, markdown


See at CRAN