IRCcheck

Irrepresentable Condition Check

CRAN Package

Check the irrepresentable condition (IRC) in both L1-regularized regression doi:10.1109/TIT.2006.883611 and Gaussian graphical models. The IRC requires that the important and unimportant variables are not correlated, at least not all that much, and it is necessary for consistent model selection. Exploring the IRC as a function of the number of variables, assumed sparsity, and effect size can provide valuable insights into the model selection properties of L1-regularization.

  • Version1.0.0
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release04/09/2021

Documentation


Team


Insights

Last 30 days

This package has been downloaded 132 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 2 times.

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

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 1,845 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 65 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

  • Imports5 packages