gamsel

Fit Regularization Path for Generalized Additive Models

CRAN Package

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. See doi:10.48550/arXiv.1506.03850 for more details.

  • Version1.8-5
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release09/24/2024

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