BrokenAdaptiveRidge

Broken Adaptive Ridge Regression with Cyclops

CRAN Package

Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) doi:10.1002/sim.8438 and Li et al (2021) doi:10.1016/j.jspi.2020.12.001.


Documentation


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Insights

Last 30 days

This package has been downloaded 272 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

Sun
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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
18 downloadsMar 4, 2025
7 downloadsMar 5, 2025
5 downloadsMar 6, 2025
10 downloadsMar 7, 2025
6 downloadsMar 8, 2025
3 downloadsMar 9, 2025
6 downloadsMar 10, 2025
14 downloadsMar 11, 2025
8 downloadsMar 12, 2025
9 downloadsMar 13, 2025
9 downloadsMar 14, 2025
6 downloadsMar 15, 2025
3 downloadsMar 16, 2025
6 downloadsMar 17, 2025
10 downloadsMar 18, 2025
11 downloadsMar 19, 2025
19 downloadsMar 20, 2025
19 downloadsMar 21, 2025
6 downloadsMar 22, 2025
7 downloadsMar 23, 2025
15 downloadsMar 24, 2025
8 downloadsMar 25, 2025
8 downloadsMar 26, 2025
7 downloadsMar 27, 2025
9 downloadsMar 28, 2025
11 downloadsMar 29, 2025
6 downloadsMar 30, 2025
4 downloadsMar 31, 2025
9 downloadsApr 1, 2025
13 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
19

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,730 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jul 21, 2024 with 157 downloads.

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

  • Depends1 package
  • Imports2 packages
  • Suggests4 packages