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Solving high-dimensional double sparse linear regression via an iterative hard thresholding algorithm. Furthermore, the method is extended to jointly estimate multiple graphical models. For more details, please see <https://www.jmlr.org/papers/v25/23-0653.html> and <doi:10.48550/arXiv.2503.18722>.
Version: | 0.2.0 |
Depends: | R (≥ 4.1.0) |
Imports: | Matrix, mvnfast, Rcpp, purrr, snowfall |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2025-04-17 |
DOI: | 10.32614/CRAN.package.ADSIHT |
Author: | Yanhang Zhang [aut, cre], Zhifan Li [aut], Jianxin Yin [aut], Shixiang Liu [aut], Lingren Kong [aut] |
Maintainer: | Yanhang Zhang <zhangyh98 at ruc.edu.cn> |
License: | GPL (≥ 3) |
NeedsCompilation: | yes |
Language: | en-GB |
Materials: | README |
CRAN checks: | ADSIHT results [issues need fixing before 2025-05-02] |
Reference manual: | ADSIHT.pdf |
Package source: | ADSIHT_0.2.0.tar.gz |
Windows binaries: | r-devel: ADSIHT_0.2.0.zip, r-release: ADSIHT_0.2.0.zip, r-oldrel: ADSIHT_0.2.0.zip |
macOS binaries: | r-release (arm64): ADSIHT_0.2.0.tgz, r-oldrel (arm64): ADSIHT_0.2.0.tgz, r-release (x86_64): ADSIHT_0.2.0.tgz, r-oldrel (x86_64): ADSIHT_0.2.0.tgz |
Old sources: | ADSIHT archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.