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.tar.gz(r-4.5-noble)HiGarrote_1.0.tar.gz(r-4.4-noble)
HiGarrote.pdf |HiGarrote.html✨
HiGarrote/json (API)

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

Peer review:

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

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

On CRAN:

2.00 score 7 downloads 2 exports 50 dependencies

Last updated 13 days agofrom:ebec81f1fd. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 16 2024
R-4.5-linux-x86_64NOTENov 16 2024

Exports:HiGarrotennGarrote

Dependencies:bootclicolorspacedata.tabledplyrfansifarverfauxgenericsggplot2gluegtableisobandjsonlitelabelinglatticelifecyclelme4magrittrMASSMatrixMaxPromgcvminqamunsellnlmenloptrpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppArmadilloRcppEigenrlangrlistscalesstringistringrtibbletidyselecttruncnormutf8vctrsviridisLitewithrXMLyaml