Package: rare
Type: Package
Title: Linear Model with Tree-Based Lasso Regularization for Rare
        Features
Version: 0.1.2
Authors@R: c(person(given = "Xiaohan",
                      family = "Yan",
                      role = c("aut", "cre"),
                      email = "xy257@cornell.edu"),
               person(given = "Jacob",
                      family = "Bien",
                      role = "aut"))
Description: Implementation of an alternating direction method of
        multipliers algorithm for fitting a linear model with
        tree-based lasso regularization, which is proposed in Algorithm
        1 of Yan and Bien (2020) <doi:10.1080/01621459.2020.1796677>.
        The package allows efficient model fitting on the entire
        2-dimensional regularization path for large datasets. The
        complete set of functions also makes the entire process of
        tuning regularization parameters and visualizing results
        hassle-free.
Depends: R (>= 3.2.1)
Imports: Matrix, glmnet, Rcpp
Suggests: knitr, dendextend, rmarkdown
License: GPL-3
Encoding: UTF-8
LazyData: true
VignetteBuilder: knitr
RoxygenNote: 6.1.0
LinkingTo: Rcpp, RcppArmadillo
URL: https://github.com/yanxht/rare
BugReports: https://github.com/yanxht/rare/issues
NeedsCompilation: yes
Packaged: 2026-10-29 07:29:18 UTC; root
Author: Xiaohan Yan [aut, cre], Jacob Bien [aut]
Maintainer: Xiaohan Yan <xy257@cornell.edu>
Repository: https://cran.r-universe.dev
Date/Publication: 2025-06-16 05:10:02 UTC
RemoteUrl: https://github.com/cran/rare
RemoteRef: HEAD
RemoteSha: fa367f2bfc0f21a73b3f34a534a47092d98ea9e5