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ADSIHT

Adaptive Double Sparse Iterative Hard Thresholding

v0.2.1 · Nov 28, 2025 · GPL (>= 3)

Description

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>.

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CRAN Check Status

2 NOTE
12 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.9Mb
  sub-directories of 1Mb or more:
    libs  11.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.6Mb
  sub-directories of 1Mb or more:
    libs  12.5Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 12, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.9Mb
  sub-directories of 1Mb or more:
    libs  11.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.6Mb
  sub-directories of 1Mb or more:
    libs  12.5Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 11, 2026
ERROR r-devel-linux-x86_64-fedora-gcc

whether package can be installed

Installation failed.
See ‘/data/gannet/ripley/R/packages/tests-devel/ADSIHT.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.9Mb
  sub-directories of 1Mb or more:
    libs  11.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.6Mb
  sub-directories of 1Mb or more:
    libs  12.5Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 11.9Mb
  sub-directories of 1Mb or more:
    libs  11.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 12.6Mb
  sub-directories of 1Mb or more:
    libs  12.5Mb

Dependency Network

Dependencies Reverse dependencies Matrix mvnfast Rcpp purrr snowfall ADSIHT

Version History

new 0.2.1 Mar 10, 2026
updated 0.2.1 ← 0.2.0 diff Nov 27, 2025
updated 0.2.0 ← 0.1.0 diff Apr 16, 2025
new 0.1.0 Dec 10, 2024