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
DOI: 10.32614/CRAN.package.hierNet
Author: Jacob Bien and Rob Tibshirani
Maintainer: Jacob Bien <jbien at usc.edu>
License: GPL-2
NeedsCompilation: yes
CRAN checks: hierNet results


Reference manual: hierNet.pdf


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, r-oldrel (x86_64): hierNet_1.9.tgz
Old sources: hierNet archive

Reverse dependencies:

Reverse imports: atmopt, cmenet, CompMix
Reverse suggests: modnets


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