IterativeHardThresholding
Iterative Hard Thresholding Extensions to Cyclops
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.
- Version1.0.2
- R versionunknown
- LicenseApache License 2.0
- Needs compilation?No
- Last release09/08/2022
Documentation
Team
Marc A. Suchard
MaintainerShow author detailsPatrick Ryan
Show author detailsRolesAuthorObservational Health Data Sciences and Informatics
Show author detailsRolesCopyright holder
Insights
Last 30 days
This package has been downloaded 291 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 15 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 3,854 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Apr 26, 2024 with 47 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends1 package
- Imports1 package
- Suggests3 packages