hierNet

A Lasso for Hierarchical Interactions

CRAN Package

Fits sparse interaction models for continuous and binary responses subject to the strong (or weak) hierarchy restriction that an interaction between two variables only be included if both (or at least one of) the variables is included as a main effect. For more details, see Bien, J., Taylor, J., Tibshirani, R., (2013) "A Lasso for Hierarchical Interactions." Annals of Statistics. 41(3). 1111-1141.

  • Version1.9
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release02/05/2020

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  • Reverse Imports3 packages
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