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) <doi:10.48550/arXiv.2411.01383>. This work is supported by U.S. National Science Foundation grant DMS-2310637.

Getting started

Package details

AuthorWei-Yang Yu [aut, cre], V. Roshan Joseph [aut]
MaintainerWei-Yang Yu <wyu322@gatech.edu>
LicenseGPL (>= 2)
Version1.0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HiGarrote")

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HiGarrote documentation built on April 4, 2025, 12:37 a.m.