BrokenAdaptiveRidge
Broken Adaptive Ridge Regression with Cyclops
Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) doi:10.1002/sim.8438 and Li et al (2021) doi:10.1016/j.jspi.2020.12.001.
- Version1.0.0
- R version≥ 3.2.2
- LicenseApache License 2.0
- Needs compilation?No
- BrokenAdaptiveRidge citation info
- Last release04/07/2023
Documentation
Team
Marc A. Suchard
MaintainerShow author detailsEric Kawaguchi
Show author detailsRolesAuthorNing Li
Show author detailsRolesAuthorGang Li
Show author detailsRolesAuthorObservational Health Data Sciences and Informatics
Show author detailsRolesCopyright holder
Insights
Last 30 days
This package has been downloaded 310 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 9 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 3,757 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 Jul 21, 2024 with 157 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
- Imports2 packages
- Suggests4 packages