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This package vits a GAM model using a group lasso path. For each variable it is selected as 0, linear, or nonlinear with an automatically selected df up to the max allowed per variable.

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Version

Install

install.packages('gamsel')

Monthly Downloads

438

Version

1.8-5

License

GPL-2

Maintainer

Last Published

September 24th, 2024

Functions in gamsel (1.8-5)

summary.gamsel

Gamsel summary routine
basis.gen

Generate basis
gamsel

Fit Regularization Path for Gaussian or Binomial Generalized Additive Model
getActive

Returns active variables
gamsel-internal

Internal gamsel functions
pseudo.bases

Generate pseudo-spline bases
plot.cv.gamsel

Plotting Routine for Gamsel Cross-Validation Object
plot.gamsel

Plotting Routine gamsel Object
predict.gamsel

Gamsel Prediction Routine
gamsel-package

Fit Regularization Path for Generalized Additive Models
print.gamsel

print a gamsel object
cv.gamsel

Cross-validation Routine for Gamsel