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
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- Depends1 package
- Imports2 packages
- Suggests4 packages