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HiGarrote (version 2.0.0)

Nonnegative Garrote Method Incorporating Hierarchical Relationships

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 (2025) . This work is supported by U.S. National Science Foundation grant DMS-2310637.

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Version

Install

install.packages('HiGarrote')

Monthly Downloads

153

Version

2.0.0

License

GPL (>= 2)

Maintainer

Wei-Yang Yu

Last Published

July 27th, 2025

Functions in HiGarrote (2.0.0)

predict.nnGarrote

Make Predictions from a "nnGarrote" Object
cast_fatigue

Cast Fatigue Experiment
predict.HiGarrote

Make Predictions from a "HiGarrote" Object
HiGarrote

An Automatic Method for the Analysis of Experiments using Hierarchical Garrote
nnGarrote

Nonnegative Garrote Method with Hierarchical Structures
blood_glucose

Blood Glucose Experiment
resin

Resin Experiment
router_bit

Router Bit Experiment
epoxy

Epoxy Experiment