Package: asus
Title: Adaptive SURE Thresholding Using Side Information
Version: 1.0.0
Authors@R: c(person("Trambak","Banerjee",role=c("aut","cre"),
    email="trambakb@usc.edu"),
    person("Gourab","Mukherjee",role="aut",email="gourab@usc.edu"),
    person("Wenguang","Sun",role="aut",email="wenguans@marshall.usc.edu"))
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 website <http://www-bcf.usc.edu/~wenguans/Papers/ASUS.htm> and the accompanying paper.
Depends: R (>= 3.4.2)
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
URL: https://github.com/trambakbanerjee/asus#asus
Imports: rwt, wavethresh, stats, utils
RoxygenNote: 6.0.1
Suggests: knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2017-10-24 17:48:49 UTC; Jolly
Author: Trambak Banerjee [aut, cre],
  Gourab Mukherjee [aut],
  Wenguang Sun [aut]
Maintainer: Trambak Banerjee <trambakb@usc.edu>
Repository: CRAN
Date/Publication: 2017-10-25 08:45:32 UTC
Built: R 4.0.2; ; 2020-07-15 22:38:33 UTC; unix
