Fit Regularization Path for Generalized Additive Models

Using overlap grouped-lasso penalties, 'gamsel' selects whether a term in a 'gam' is nonzero, linear, or a non-linear spline (up to a specified max df per variable). It fits the entire regularization path on a grid of values for the overall penalty lambda, both for gaussian and binomial families.


Reference manual

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1.8-1 by Trevor Hastie, 3 years ago

Browse source code at

Authors: Alexandra Chouldechova [aut, cre] , Trevor Hastie [aut, cre] , Vitalie Spinu [ctb]

Documentation:   PDF Manual  

GPL-2 license

Depends on foreach, mda

See at CRAN