Other packages > Find by keyword >

IterativeHardThresholding  

Iterative Hard Thresholding Extensions to Cyclops
View on CRAN: Click here


Download and install IterativeHardThresholding package within the R console
Install from CRAN:
install.packages("IterativeHardThresholding")

Install from Github:
library("remotes")
install_github("cran/IterativeHardThresholding")

Install by package version:
library("remotes")
install_version("IterativeHardThresholding", "1.0.3")



Attach the package and use:
library("IterativeHardThresholding")
Maintained by
Marc A. Suchard
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-08
Latest Update: 2025-07-21
Description:
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) describe the basic algorithm, this package uses Cyclops for an efficient implementation.
How to cite:
Marc A. Suchard (2022). IterativeHardThresholding: Iterative Hard Thresholding Extensions to Cyclops. R package version 1.0.3, https://cran.r-project.org/web/packages/IterativeHardThresholding. Accessed 09 Mar. 2026.
Previous versions and publish date:
1.0.2 (2022-09-08 08:43)
Other packages that cited IterativeHardThresholding R package
View IterativeHardThresholding citation profile
Other R packages that IterativeHardThresholding depends, imports, suggests or enhances
Complete documentation for IterativeHardThresholding
Functions, R codes and Examples using the IterativeHardThresholding R package
Some associated functions: createFastIhtPrior . createIhtPrior . 
Some associated R codes: FastIhtPrior.R . Prior.R .  Full IterativeHardThresholding package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA