swMATH ID: 19132
Software Authors: Alexandra Chouldechova, Trevor Hastie
Description: R package gamsel: 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.
Homepage: https://cran.r-project.org/web/packages/gamsel/index.html
Source Code:  https://github.com/cran/gamsel
Dependencies: R
Related Software: SemiPar; R; gamair; glmnet; mgcv; UCI-ml; ElemStatLearn; FUNFITS; BRugs; Infer.NET; lars; BUGS; gss; wavethresh; glinternet; S-PLUS; sm; SiZer; e1071; Kernlab
Cited in: 27 Publications

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