SLOPE

Sorted L1 Penalized Estimation

CRAN Package

Efficient implementations for Sorted L-One Penalized Estimation (SLOPE): generalized linear models regularized with the sorted L1-norm (Bogdan et al. 2015). Supported models include ordinary least-squares regression, binomial regression, multinomial regression, and Poisson regression. Both dense and sparse predictor matrices are supported. In addition, the package features predictor screening rules that enable fast and efficient solutions to high-dimensional problems.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 337 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 10 times.

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

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 4,509 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Feb 05, 2025 with 76 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

  • Imports4 packages
  • Suggests13 packages
  • Linking To2 packages
  • Reverse Depends1 package
  • Reverse Imports1 package
  • Reverse Suggests1 package