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 27 Aug. 2026.
Previous versions and publish date:
1.0.2 (2022-09-08 08:43), (2026-07-09 08:07)
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

Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  
IntervalQuestionStat  
Tools to Deal with Interval-Valued Responses in Questionnaires
A user-friendly toolbox for doing the statistical analysis of interval-valued responses in question ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
lmmpar  
Parallel Linear Mixed Model
Embarrassingly Parallel Linear Mixed Model calculations spread across local cores which repeat until ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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