Package: HiGarrote 1.0

HiGarrote: Nonnegative Garrote Method Incorporating Hierarchical Relationships

An implementation of the nonnegative garrote method that incorporates hierarchical relationships among variables. The core function, HiGarrote, offers an automated approach for analyzing experiments while respecting hierarchical structures among effects. For methodological details, refer to Yu and Joseph (2024) <https://arxiv.org/abs/2411.01383>. This work is supported by U.S. National Foundation grant DMS-2310637.

Authors:Wei-Yang Yu [aut, cre], V. Roshan Joseph [aut]

HiGarrote_1.0.tar.gz
HiGarrote_1.0.zip(r-4.7-x86_64)HiGarrote_1.0.zip(r-4.6-x86_64)HiGarrote_1.0.zip(r-4.5-x86_64)
HiGarrote_1.0.tgz(r-4.6-x86_64)HiGarrote_1.0.tgz(r-4.6-arm64)HiGarrote_1.0.tgz(r-4.5-x86_64)HiGarrote_1.0.tgz(r-4.5-arm64)
HiGarrote_1.0.tar.gz(r-4.7-arm64)HiGarrote_1.0.tar.gz(r-4.7-x86_64)HiGarrote_1.0.tar.gz(r-4.6-arm64)HiGarrote_1.0.tar.gz(r-4.6-x86_64)
HiGarrote_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
HiGarrote/json (API)

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

Bug tracker:https://github.com/weiyangyu/higarrote/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

cpp

2.00 score 260 downloads 2 exports 51 dependencies

Last updated from:ebec81f1fd. Checks:11 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE156
linux-devel-x86_64NOTE147
source / vignettesOK230
linux-release-arm64NOTE196
linux-release-x86_64NOTE151
macos-release-arm64NOTE170
macos-release-x86_64NOTE247
macos-oldrel-arm64NOTE136
macos-oldrel-x86_64NOTE300
windows-develNOTE151
windows-releaseNOTE145
windows-oldrelNOTE118
wasm-releaseOK132

Exports:HiGarrotennGarrote

Dependencies:bootclicpp11data.tabledplyrfarverfauxgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelme4magrittrMASSMatrixMaxProminqanlmenloptrpillarpkgconfigpurrrquadprogR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrlistS7scalesstringistringrtibbletidyselecttruncnormutf8vctrsviridisLitewithrXMLyaml