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: 2025-06-15 22:55:55 UTC; xy257
Author: Xiaohan Yan [aut, cre],
  Jacob Bien [aut]
Maintainer: Xiaohan Yan <xy257@cornell.edu>
Repository: CRAN
Date/Publication: 2025-06-16 05:10:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-05 20:44:41 UTC; unix
Archs: rare.so.dSYM
