tlars
The T-LARS Algorithm: Early-Terminated Forward Variable Selection
Computes the solution path of the Terminating-LARS (T-LARS) algorithm. The T-LARS algorithm is a major building block of the T-Rex selector (see R package 'TRexSelector'). The package is based on the papers Machkour, Muma, and Palomar (2022) doi:10.48550/arXiv.2110.06048, Efron, Hastie, Johnstone, and Tibshirani (2004) doi:10.1214/009053604000000067, and Tibshirani (1996) doi:10.1111/j.2517-6161.1996.tb02080.x.
- Version1.0.1
- R versionunknown
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- tlars citation info
- Last release02/24/2024
Documentation
Team
Jasin Machkour
Daniel P. Palomar
Show author detailsRolesAuthorSimon Tien
Show author detailsRolesAuthorMichael Muma
Show author detailsRolesAuthor
Insights
Last 30 days
Last 365 days
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
- Imports1 package
- Suggests5 packages
- Linking To2 packages
- Reverse Imports1 package