stabs
Stability Selection with Error Control
Resampling procedures to assess the stability of selected variables with additional finite sample error control for high-dimensional variable selection procedures such as Lasso or boosting. Both, standard stability selection (Meinshausen & Buhlmann, 2010, <doi:10.1111/j.1467-9868.2010.00740.x>) and complementary pairs stability selection with improved error bounds (Shah & Samworth, 2013, <doi:10.1111/j.1467-9868.2011.01034.x>) are implemented. The package can be combined with arbitrary user specified variable selection approaches.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.7-1 |
rolling linux/jammy R-4.5 | stabs_0.7-1.tar.gz |
146.6 KiB |
0.7-1 |
rolling linux/noble R-4.5 | stabs_0.7-1.tar.gz |
146.7 KiB |
0.7-1 |
rolling source/ R- | stabs_0.7-1.tar.gz |
62.2 KiB |
0.7-1 |
latest linux/jammy R-4.5 | stabs_0.7-1.tar.gz |
146.6 KiB |
0.7-1 |
latest linux/noble R-4.5 | stabs_0.7-1.tar.gz |
146.7 KiB |
0.7-1 |
latest source/ R- | stabs_0.7-1.tar.gz |
62.2 KiB |
0.7-1 |
2026-04-26 source/ R- | stabs_0.7-1.tar.gz |
62.2 KiB |
0.7-1 |
2026-04-23 source/ R- | stabs_0.7-1.tar.gz |
62.2 KiB |
0.7-1 |
2026-04-09 windows/windows R-4.5 | stabs_0.7-1.zip |
147.5 KiB |
0.6-4 |
2025-04-20 source/ R- | stabs_0.6-4.tar.gz |
88.6 KiB |