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.
[email protected]_1 is safe to use (health: 62/100)
Get this data programmatically — free, no authentication.
curl https://depscope.dev/api/check/conda/r-stabsFirst published · 2021-01-29 12:11:11.863000+00:00
Last updated · 2026-01-31 18:40:39.736000+00:00