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 423 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

Sun
Mon
Tue
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Thu
Fri
Sat
0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
9 downloadsFeb 13, 2025
21 downloadsFeb 14, 2025
4 downloadsFeb 15, 2025
20 downloadsFeb 16, 2025
13 downloadsFeb 17, 2025
16 downloadsFeb 18, 2025
13 downloadsFeb 19, 2025
46 downloadsFeb 20, 2025
14 downloadsFeb 21, 2025
17 downloadsFeb 22, 2025
27 downloadsFeb 23, 2025
8 downloadsFeb 24, 2025
11 downloadsFeb 25, 2025
21 downloadsFeb 26, 2025
15 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
8 downloadsMar 1, 2025
12 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
0 downloadsMar 15, 2025
4
46

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 4,474 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 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