Package: asus
Type: Package
Title: Adaptive SURE Thresholding Using Side Information
Version: 1.5.0
Authors@R: c(person("Trambak","Banerjee", , "trambak@ku.edu", role=c("aut","cre")),
    person("Gourab","Mukherjee", , "gourab@usc.edu", role="aut"),
    person("Wenguang","Sun", , "wgsun@zju.edu.cn", role="aut"))
Description: Provides the ASUS procedure for estimating a high
        dimensional sparse parameter in the presence of auxiliary data
        that encode side information on sparsity. It is a robust data
        combination procedure in the sense that even when pooling
        non-informative auxiliary data ASUS would be at least as
        efficient as competing soft thresholding based methods that do
        not use auxiliary data. For more information, please see the
        paper Adaptive Sparse Estimation with Side Information by
        Banerjee, Mukherjee and Sun (JASA 2020).
License: GPL(>=2)
Encoding: UTF-8
URL: https://github.com/trambakbanerjee/asus#asus
Imports: wavethresh, stats, utils
RoxygenNote: 7.2.3
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
Repository: https://trambakbanerjee.r-universe.dev
Date/Publication: 2023-08-24 15:49:24 UTC
RemoteUrl: https://github.com/trambakbanerjee/asus
RemoteRef: HEAD
RemoteSha: cb074d872a2cb87ec8cb3530388fcdec71ac1fc9
NeedsCompilation: no
Packaged: 2026-10-10 17:37:07 UTC; root
Author: Trambak Banerjee [aut, cre],
  Gourab Mukherjee [aut],
  Wenguang Sun [aut]
Maintainer: Trambak Banerjee <trambak@ku.edu>