Stability selection with error control
This package provides 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) and complementary pairs stability selection with improved error bounds (Shah & Samworth, 2013) are implemented. The package can be combined with arbitrary user specified variable selection approaches.
System | Target | Derivation | Build status |
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x86_64-linux | /gnu/store/8637z3dd7v0xxl8jcamcj6h6a0dgy8xc-r-stabs-0.6-3.drv | ||
mips64el-linux | /gnu/store/ygkddmxk4pkj8wrc00fivvrihnm0gyv3-r-stabs-0.6-3.drv | ||
i686-linux | /gnu/store/c839jc499zh35vjrkrmvb9gy6kwmd9sj-r-stabs-0.6-3.drv | ||
i586-gnu | /gnu/store/kmnrnjb4jnghb0d5zk77fa52sh8ld94m-r-stabs-0.6-3.drv | ||
armhf-linux | /gnu/store/h8ng47svwjzni6j2jb8z55wy8ggnfgl4-r-stabs-0.6-3.drv | ||
aarch64-linux | /gnu/store/swf0h80bq41g4vr3bki3slawvvq2gab1-r-stabs-0.6-3.drv |
Linter | Message | Location |
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No lint warnings ✓ |