Package: HiGarrote 2.0.0
Wei-Yang Yu
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 (2025) <doi:10.1080/00224065.2025.2513508>. This work is supported by U.S. National Science Foundation grant DMS-2310637.
Authors:
HiGarrote_2.0.0.tar.gz
HiGarrote_2.0.0.tar.gz(r-4.7-arm64)HiGarrote_2.0.0.tar.gz(r-4.7-x86_64)HiGarrote_2.0.0.tar.gz(r-4.6-arm64)HiGarrote_2.0.0.tar.gz(r-4.6-x86_64)
HiGarrote_2.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
HiGarrote/json (API)
NEWS
| # Install 'HiGarrote' in R: |
| install.packages('HiGarrote', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- blood_glucose - Blood Glucose Experiment
- cast_fatigue - Cast Fatigue Experiment
- epoxy - Epoxy Experiment
- resin - Resin Experiment
- router_bit - Router Bit Experiment
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:226eaf56b1. Checks:6 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 127 | ||
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 178 | ||
| linux-release-arm64 | OK | 140 | ||
| linux-release-x86_64 | OK | 128 | ||
| wasm-release | OK | 120 |
Dependencies:clidata.tablefarvergluejsonlitelabelinglatticelifecyclemagrittrMatrixmatrixcalcMaxPronloptrpurrrquadprogR6RColorBrewerRcppRcppArmadillorlangrlistscalesstringistringrvctrsviridisLiteXMLyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Blood Glucose Experiment | blood_glucose |
| Cast Fatigue Experiment | cast_fatigue |
| Epoxy Experiment | epoxy |
| An Automatic Method for the Analysis of Experiments using Hierarchical Garrote | HiGarrote |
| Nonnegative Garrote Method with Hierarchical Structures | nnGarrote |
| Make Predictions from a "HiGarrote" Object | predict.HiGarrote |
| Make Predictions from a "nnGarrote" Object | predict.nnGarrote |
| Resin Experiment | resin |
| Router Bit Experiment | router_bit |
