hierNet: A Lasso for Hierarchical Interactions

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.

Version: 1.9
Published: 2020-02-05
Author: Jacob Bien and Rob Tibshirani
Maintainer: Jacob Bien <jbien at usc.edu>
License: GPL-2
NeedsCompilation: yes
CRAN checks: hierNet results

Documentation:

Reference manual: hierNet.pdf

Downloads:

Package source: hierNet_1.9.tar.gz
Windows binaries: r-devel: hierNet_1.9.zip, r-release: hierNet_1.9.zip, r-oldrel: hierNet_1.9.zip
macOS binaries: r-release (arm64): hierNet_1.9.tgz, r-oldrel (arm64): hierNet_1.9.tgz, r-release (x86_64): hierNet_1.9.tgz
Old sources: hierNet archive

Reverse dependencies:

Reverse imports: atmopt, cmenet
Reverse suggests: modnets

Linking:

Please use the canonical form https://CRAN.R-project.org/package=hierNet to link to this page.