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glober
View on CRAN: Click
here
Download and install glober package within the R console
Install from CRAN:
install.packages("glober")
Install from Github:
library("remotes")
install_github("cran/glober")
Install by package version:
library("remotes")
install_version("glober", "1.0")
Attach the package and use:
library("glober")
Maintained by
Mary E. Savino
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-07
Latest Update: 2023-06-07
Description:
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 L
How to cite:
Mary E. Savino (2023). glober: Estimating Functions with Multivariate B-Splines. R package version 1.0, https://cran.r-project.org/web/packages/glober. Accessed 22 Dec. 2024.
Previous versions and publish date:
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Complete documentation for glober
Functions, R codes and Examples using
the glober R package
Some associated functions: f_1D . f_2D . glober-package . glober.1d . glober.2d . x_1D . x_2D . xpred_1D . xpred_2D . y_1D . y_2D .
Some associated R codes: D.weight.R . checkForUniqueVector.R . combinaison.knots.R . estimation.1d.R . genlasso.fun.1d.R . genlasso.fun.2d.R . get.knot.lambda.R . glober.1d.R . glober.2d.R . projection.lambda.2d.R . projection.lambda.R . transformation.magnitude.R . Full glober package functions and examples
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