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