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: 1.1.1 Depends: R (≥ 2.10) Imports: Matrix, matrixcalc, MaxPro, nloptr, purrr, quadprog, Rcpp (≥ 1.0.12), RcppArmadillo, rlist, scales, stringr LinkingTo: Rcpp, RcppArmadillo Published: 2025-04-21 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 Materials: NEWS CRAN checks: HiGarrote results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=HiGarrote to link to this page.
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