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.
|Author||Alexandra Chouldechova [aut, cre], Trevor Hastie [aut, cre], Vitalie Spinu [ctb]|
|Date of publication||2017-07-28 09:19:58 UTC|
|Maintainer||Trevor Hastie <[email protected]>|
|Package repository||View on CRAN|
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