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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.

copied from cf-staging / r-stabs
Type Size Name Uploaded Downloads Labels
conda 147.1 kB | noarch/r-stabs-0.6_4-r44hc72bb7e_3.conda  9 months and 3 days ago 787 main
conda 144.8 kB | noarch/r-stabs-0.6_4-r43hc72bb7e_3.conda  9 months and 3 days ago 964 main
conda 145.2 kB | noarch/r-stabs-0.6_4-r42hc72bb7e_2.conda  1 year and 9 months ago 1289 main
conda 145.0 kB | noarch/r-stabs-0.6_4-r43hc72bb7e_2.conda  1 year and 9 months ago 1572 main
conda 153.1 kB | noarch/r-stabs-0.6_4-r41hc72bb7e_1.tar.bz2  2 years and 5 months ago 1489 main
conda 153.2 kB | noarch/r-stabs-0.6_4-r42hc72bb7e_1.tar.bz2  2 years and 5 months ago 1707 main
conda 152.2 kB | noarch/r-stabs-0.6_4-r41hc72bb7e_0.tar.bz2  3 years and 10 months ago 2248 main
conda 152.5 kB | noarch/r-stabs-0.6_4-r36hc72bb7e_0.tar.bz2  4 years and 2 months ago 2372 main
conda 151.9 kB | noarch/r-stabs-0.6_4-r40hc72bb7e_0.tar.bz2  4 years and 2 months ago 2475 main
conda 217.4 kB | noarch/r-stabs-0.6_3-r40h6115d3f_1003.tar.bz2  4 years and 11 months ago 2958 main
conda 218.4 kB | noarch/r-stabs-0.6_3-r36h6115d3f_1003.tar.bz2  4 years and 11 months ago 2992 main
conda 216.9 kB | noarch/r-stabs-0.6_3-r35h6115d3f_1002.tar.bz2  5 years and 8 months ago 4080 main cf202003
conda 217.9 kB | noarch/r-stabs-0.6_3-r36h6115d3f_1002.tar.bz2  5 years and 8 months ago 3793 main cf202003
conda 216.6 kB | noarch/r-stabs-0.6_3-r351h6115d3f_1001.tar.bz2  6 years and 4 months ago 4642 main cf202003 gcc7 cf201901
conda 225.0 kB | win-64/r-stabs-0.6_3-r351h6115d3f_1.tar.bz2  6 years and 6 months ago 1688 main cf202003 cf201901
conda 191.9 kB | win-64/r-stabs-0.6_3-r341h6115d3f_1.tar.bz2  6 years and 6 months ago 1711 main cf202003 cf201901
conda 216.1 kB | osx-64/r-stabs-0.6_3-r351h6115d3f_1.tar.bz2  6 years and 6 months ago 357 main cf202003 cf201901
conda 182.9 kB | osx-64/r-stabs-0.6_3-r341h6115d3f_1.tar.bz2  6 years and 6 months ago 359 main cf202003 cf201901
conda 216.3 kB | linux-64/r-stabs-0.6_3-r351h6115d3f_1.tar.bz2  6 years and 6 months ago 4675 main cf202003 cf201901
conda 183.2 kB | linux-64/r-stabs-0.6_3-r341h6115d3f_1.tar.bz2  6 years and 6 months ago 4802 main cf202003 cf201901
conda 182.7 kB | osx-64/r-stabs-0.6_3-r341_0.tar.bz2  6 years and 11 months ago 379 main cf202003 cf201901
conda 192.6 kB | win-64/r-stabs-0.6_3-r341_0.tar.bz2  6 years and 11 months ago 1836 main cf202003 cf201901
conda 182.5 kB | linux-64/r-stabs-0.6_3-r341_0.tar.bz2  6 years and 11 months ago 4892 main cf202003 cf201901

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