R Observatory: Metrics for ADSIHT version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ADSIHT

0.2.1

Adaptive Double Sparse Iterative Hard Thresholding

0packages depend

3Kdownloads / year

44.6%test coverage

13/13flavors OK

Overview

About

Maintained by Yanhang ZhangCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("ADSIHT", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-adsiht

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-ADSIHT

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-ADSIHT

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.7 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-12
WARNING12 OK, 1 WARNING2026-05-11
OK12 OK2026-04-25

Show 5 earlier changesHide 5 earlier changes

NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-13
ERROR11 OK, 2 NOTE, 1 ERROR2026-03-12
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.1

READMEYes · 85 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 5 (1 internal)includes a package overview page
Examples that run: 100%4 run in a plain check
Exported functions with examples: 100%
Documented parameters: 98%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

3K

CRAN downloads in the past year

Rank #12,276 · ~8/day · ~248/mo

Releases R versions

Daily download trend is not available in this view yet.

35530 days

88190 days

3K1 year

Compare downloads with other packages →

Also on403 r2u37 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing ADSIHT adds 14 packages (10 with compiled code, 22 MB of source tarballs). Heaviest: BH 14 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

Depends (1)

R >= 4.1.0

Imports (5)

Matrixmvnfast Rcpp purrr snowfall

LinkingTo (2)

Rcpp RcppEigen

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (5)

Yanhang Zhang

Author, Maintainer since 0.1.0 (2024)

Author

Author

Author

Author

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2025-11-28
0.2.1Latest
record
2025-11-28 · current release · diff ↗
archivedRemoved from CRAN
2025-05-02
issues were not corrected in time
0.2.0
record
2025-04-17 · diff ↗ ·
added 1 export
MIGHT
R
R 4.5.0 released · 2025-04-11
0.1.0
record
2024-12-11
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-12-11
Total releases: 3 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: 17 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ADSIHT")

Format

Zhang, Y., Kong, L., Li, Z., Liu, S., & Yin, J. (2025). ADSIHT: Adaptive Double Sparse Iterative Hard Thresholding (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ADSIHT

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ADSIHT version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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