r-robusthd 0.8.1
Propagated dependencies: r-robustbase@0.99-4-1 r-rcpparmadillo@14.0.2-1 r-rcpp@1.0.13-1 r-perry@0.3.1 r-mass@7.3-61 r-ggplot2@3.5.1
Channel: guix-cran
Home page: https://github.com/aalfons/robustHD
Licenses: GPL 2+
Synopsis: Robust Methods for High-Dimensional Data
Description:
Robust methods for high-dimensional data, in particular linear model selection techniques based on least angle regression and sparse regression. Specifically, the package implements robust least angle regression (Khan, Van Aelst & Zamar, 2007; <doi:10.1198/016214507000000950>), (robust) groupwise least angle regression (Alfons, Croux & Gelper, 2016; <doi:10.1016/j.csda.2015.02.007>), and sparse least trimmed squares regression (Alfons, Croux & Gelper, 2013; <doi:10.1214/12-AOAS575>).
Total results: 1