Package: rare
Type: Package
Title: Linear Model with Tree-Based Lasso Regularization for Rare
        Features
Version: 0.1.1
Author: Xiaohan Yan [aut, cre], Jacob Bien [aut, cre]
Maintainer: Xiaohan Yan <xy257@cornell.edu>
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 (2018) <arXiv:1803.06675>. 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: 7.1.2
LinkingTo: Rcpp, RcppArmadillo
URL: https://github.com/yanxht/rare
BugReports: https://github.com/yanxht/rare/issues
Repository: https://yanxht.r-universe.dev
Date/Publication: 2022-01-24 23:55:21 UTC
RemoteUrl: https://github.com/yanxht/rare
RemoteRef: HEAD
RemoteSha: 93ce5266c9cef4a4c958b06cbfd325f9ae8d9d4b
NeedsCompilation: yes
Packaged: 2026-07-03 22:13:10 UTC; root