Package: hierNet 1.10

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.

Authors:Jacob Bien and Rob Tibshirani

hierNet_1.10.tar.gz
hierNet_1.10.zip(r-4.5)hierNet_1.10.zip(r-4.4)hierNet_1.10.zip(r-4.3)
hierNet_1.10.tgz(r-4.5-x86_64)hierNet_1.10.tgz(r-4.5-arm64)hierNet_1.10.tgz(r-4.4-x86_64)hierNet_1.10.tgz(r-4.4-arm64)hierNet_1.10.tgz(r-4.3-x86_64)hierNet_1.10.tgz(r-4.3-arm64)
hierNet_1.10.tar.gz(r-4.5-noble)hierNet_1.10.tar.gz(r-4.4-noble)
hierNet_1.10.tgz(r-4.4-emscripten)hierNet_1.10.tgz(r-4.3-emscripten)
hierNet.pdf |hierNet.html✨
hierNet/json (API)

# Install 'hierNet' in R:
install.packages('hierNet', repos = c('https://jacobbien.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jacobbien/hiernet/issues

On CRAN:

Conda:

4.64 score 4 stars 2 packages 60 scripts 369 downloads 3 mentions 9 exports 0 dependencies

Last updated 5 years agofrom:33714eb7c2. Checks:4 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 07 2025
R-4.5-win-x86_64NOTEMar 07 2025
R-4.5-mac-x86_64NOTEMar 07 2025
R-4.5-mac-aarch64NOTEMar 07 2025
R-4.5-linux-x86_64NOTEMar 07 2025
R-4.4-win-x86_64NOTEMar 07 2025
R-4.4-mac-x86_64NOTEMar 07 2025
R-4.4-mac-aarch64NOTEMar 07 2025
R-4.4-linux-x86_64NOTEMar 07 2025
R-4.3-win-x86_64OKMar 07 2025
R-4.3-mac-x86_64OKMar 07 2025
R-4.3-mac-aarch64OKMar 07 2025

Exports:compute.interactions.ccritf.logistichierNethierNet.cvhierNet.logistichierNet.logistic.pathhierNet.pathObjectiveObjective.logistic

Dependencies: