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HiGarrote  

Nonnegative Garrote Method Incorporating Hierarchical Relationships
View on CRAN: Click here


Download and install HiGarrote package within the R console
Install from CRAN:
install.packages("HiGarrote")

Install from Github:
library("remotes")
install_github("cran/HiGarrote")

Install by package version:
library("remotes")
install_version("HiGarrote", "1.0.2")



Attach the package and use:
library("HiGarrote")
Maintained by
Wei-Yang Yu
[Scholar Profile | Author Map]
First Published: 2024-11-14
Latest Update: 2024-11-14
Description:
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.
How to cite:
Wei-Yang Yu (2024). HiGarrote: Nonnegative Garrote Method Incorporating Hierarchical Relationships. R package version 1.0.2, https://cran.r-project.org/web/packages/HiGarrote. Accessed 22 Feb. 2025.
Previous versions and publish date:
1.0.1 (2025-01-29 20:00), 1.0 (2024-11-14 14:30)
Other packages that cited HiGarrote R package
View HiGarrote citation profile
Other R packages that HiGarrote depends, imports, suggests or enhances
Complete documentation for HiGarrote
Functions, R codes and Examples using the HiGarrote R package
Full HiGarrote package functions and examples
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