hierNet

A Lasso for Hierarchical Interactions

CRAN Package

Fits sparse interaction models for continuous and binary responses subject to the strong (or weak) hierarchy restriction that an interaction between two variables only be included if both (or at least one of) the variables is included as a main effect. For more details, see Bien, J., Taylor, J., Tibshirani, R., (2013) "A Lasso for Hierarchical Interactions." Annals of Statistics. 41(3). 1111-1141.

  • Version1.9
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release02/05/2020

Team


Insights

Last 30 days

This package has been downloaded 307 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 23 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
0 downloadsFeb 13, 2025
2 downloadsFeb 14, 2025
11 downloadsFeb 15, 2025
1 downloadsFeb 16, 2025
12 downloadsFeb 17, 2025
4 downloadsFeb 18, 2025
18 downloadsFeb 19, 2025
27 downloadsFeb 20, 2025
5 downloadsFeb 21, 2025
2 downloadsFeb 22, 2025
5 downloadsFeb 23, 2025
10 downloadsFeb 24, 2025
11 downloadsFeb 25, 2025
14 downloadsFeb 26, 2025
29 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
10 downloadsMar 1, 2025
2 downloadsMar 2, 2025
5 downloadsMar 3, 2025
11 downloadsMar 4, 2025
25 downloadsMar 5, 2025
7 downloadsMar 6, 2025
5 downloadsMar 7, 2025
3 downloadsMar 8, 2025
6 downloadsMar 9, 2025
3 downloadsMar 10, 2025
22 downloadsMar 11, 2025
6 downloadsMar 12, 2025
14 downloadsMar 13, 2025
9 downloadsMar 14, 2025
23 downloadsMar 15, 2025
1
29

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 3,296 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Sep 11, 2024 with 42 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

  • Reverse Imports3 packages
  • Reverse Suggests1 package