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.
| Version: |
1.0 |
| Depends: |
R (≥ 2.10) |
| Imports: |
Matrix, MaxPro, nloptr, purrr, quadprog, Rcpp (≥ 1.0.12), RcppArmadillo, rlist, scales, stringr |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Published: |
2024-11-14 |
| DOI: |
10.32614/CRAN.package.HiGarrote |
| Author: |
Wei-Yang Yu [aut, cre],
V. Roshan Joseph [aut] |
| Maintainer: |
Wei-Yang Yu <wyu322 at gatech.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
yes |
| CRAN checks: |
HiGarrote results |
Documentation:
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