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-4.7)hierNet_1.10.zip(r-4.6)hierNet_1.10.zip(r-4.5)
hierNet_1.10.tgz(r-4.6-x86_64)hierNet_1.10.tgz(r-4.6-arm64)hierNet_1.10.tgz(r-4.5-x86_64)hierNet_1.10.tgz(r-4.5-arm64)
hierNet_1.10.tar.gz(r-4.7-arm64)hierNet_1.10.tar.gz(r-4.7-x86_64)hierNet_1.10.tar.gz(r-4.6-arm64)hierNet_1.10.tar.gz(r-4.6-x86_64)
hierNet_1.10.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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:

4.49 score 4 stars 1 packages 86 scripts 214 downloads 3 mentions 9 exports 0 dependencies

Last updated from:33714eb7c2. Checks:11 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE114
linux-devel-x86_64NOTE102
source / vignettesOK158
linux-release-arm64NOTE105
linux-release-x86_64NOTE101
macos-release-arm64NOTE86
macos-release-x86_64NOTE276
macos-oldrel-arm64NOTE82
macos-oldrel-x86_64NOTE285
windows-develNOTE76
windows-releaseNOTE71
windows-oldrelNOTE77
wasm-releaseOK78

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

Dependencies: