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 4 scripts 272 downloads 2 exports 51 dependencies

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

TargetResultTimeFilesSyslog
linux-devel-arm64NOTE120
linux-devel-x86_64NOTE162
source / vignettesOK182
linux-release-arm64NOTE105
linux-release-x86_64NOTE143
macos-release-arm64NOTE123
macos-release-x86_64NOTE363
macos-oldrel-arm64NOTE203
macos-oldrel-x86_64NOTE288
windows-devel-arm64FAIL313
windows-devel-x86_64NOTE163
windows-release-arm64FAIL298
windows-release-x86_64NOTE128
windows-oldrel-x86_64NOTE120
wasm-releaseOK104

Exports:HiGarrotennGarrote

Dependencies:bootclicpp11data.tabledplyrfarverfauxgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelme4magrittrMASSMatrixMaxProminqanlmenloptrpillarpkgconfigpurrrquadprogR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreformulasrlangrlistS7scalesstringistringrtibbletidyselecttruncnormutf8vctrsviridisLitewithrXMLyaml