cmenet

Bi-Level Selection of Conditional Main Effects

CRAN Package

Provides functions for implementing cmenet - a bi-level variable selection method for conditional main effects (see Mak and Wu (2018) doi:10.1080/01621459.2018.1448828). CMEs are reparametrized interaction effects which capture the conditional impact of a factor at a fixed level of another factor. Compared to traditional two-factor interactions, CMEs can quantify more interpretable interaction effects in many problems. The current implementation performs variable selection on only binary CMEs; we are working on an extension for the continuous setting.


Team


Insights

Last 30 days

This package has been downloaded 190 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 6 times.

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

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 2,212 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 23, 2024 with 31 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
  • Linking To2 packages