CRAN/E | IterativeHardThresholding

IterativeHardThresholding

Iterative Hard Thresholding Extensions to Cyclops

Installation

About

Fits large-scale regression models with a penalty that restricts the maximum number of non-zero regression coefficients to a prespecified value. While Chu et al (2020) doi:10.1093/gigascience/giaa044 describe the basic algorithm, this package uses Cyclops for an efficient implementation.

Key Metrics

Version 1.0.2
R ≥ 3.2.2
Published 2022-09-08 605 days ago
Needs compilation? no
License Apache License 2.0
CRAN checks IterativeHardThresholding results

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Maintainer

Maintainer

Marc A. Suchard

msuchard@ucla.edu

Authors

Marc A. Suchard

aut / cre

Patrick Ryan

aut

Observational Health Data Sciences
Informatics

cph

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.2.2
Cyclops ≥ 1.3.0

Imports

ParallelLogger

Suggests

testthat
knitr
rmarkdown