Package: hsm
Type: Package
Title: A Path-Based BCD for Proximal Function of Latent Group Lasso
Description: Implementation of the block coordinate descent procedure for
    solving the proximal function of latent group Lasso, highlighted by
    decomposing a DAG into several non-overlapping path graphs, and getting
    closed-form solution for each path graph. The procedure was introduced
    as Algorithm 4 in Yan and Bien (2017) <doi:10.1214/17-STS622>
    "Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations", and the
    closed-form solution for each path graph is solved in Algorithm 3 of
    that paper.
Version: 0.2.0
Author: Xiaohan Yan [aut, cre], Jacob Bien [aut, cre]
Maintainer: Xiaohan Yan <xy257@cornell.edu>
Depends: R (>= 3.2.1)
Suggests: knitr
License: GPL-3
LazyData: TRUE
VignetteBuilder: knitr
RoxygenNote: 6.0.1
URL: https://github.com/yanxht/hsm
BugReports: https://github.com/yanxht/hsm/issues
NeedsCompilation: yes
Packaged: 2018-03-22 15:00:17 UTC; xy257
Repository: CRAN
Date/Publication: 2018-03-22 15:31:13 UTC
Built: R 4.0.2; x86_64-apple-darwin17.0; 2020-07-15 14:35:59 UTC; unix
Archs: hsm.so.dSYM
