Package: ADSIHT 0.2.1

Yanhang Zhang

ADSIHT: Adaptive Double Sparse Iterative Hard Thresholding

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>.

Authors:Yanhang Zhang [aut, cre], Zhifan Li [aut], Jianxin Yin [aut], Shixiang Liu [aut], Lingren Kong [aut]

ADSIHT_0.2.1.tar.gz
ADSIHT_0.2.1.tar.gz(r-4.7-arm64)ADSIHT_0.2.1.tar.gz(r-4.7-x86_64)ADSIHT_0.2.1.tar.gz(r-4.6-arm64)ADSIHT_0.2.1.tar.gz(r-4.6-x86_64)
ADSIHT_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ADSIHT/json (API)

# Install 'ADSIHT' in R:
install.packages('ADSIHT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

1.70 score 5 scripts 191 downloads 4 exports 16 dependencies

Last updated from:760e3339ed. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK171
linux-devel-x86_64OK158
source / vignettesOK216
linux-release-arm64OK159
linux-release-x86_64OK162
wasm-releaseOK155

Exports:ADSIHTADSIHT.MLgen.dataMIGHT

Dependencies:BHcligluelatticelifecyclemagrittrMatrixmvnfastpurrrRcppRcppArmadilloRcppEigenrlangsnowsnowfallvctrs