SOIL

Sparsity Oriented Importance Learning

CRAN Package

Sparsity Oriented Importance Learning (SOIL) provides a new variable importance measure for high dimensional linear regression and logistic regression from a sparse penalization perspective, by taking into account the variable selection uncertainty via the use of a sensible model weighting. The package is an implementation of Ye, C., Yang, Y., and Yang, Y. (2017+).

  • Version1.1
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/20/2017

Documentation


Team


Insights

Last 30 days

This package has been downloaded 402 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
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
41 downloadsMar 4, 2025
6 downloadsMar 5, 2025
2 downloadsMar 6, 2025
3 downloadsMar 7, 2025
37 downloadsMar 8, 2025
0 downloadsMar 9, 2025
4 downloadsMar 10, 2025
6 downloadsMar 11, 2025
13 downloadsMar 12, 2025
45 downloadsMar 13, 2025
5 downloadsMar 14, 2025
5 downloadsMar 15, 2025
3 downloadsMar 16, 2025
12 downloadsMar 17, 2025
29 downloadsMar 18, 2025
7 downloadsMar 19, 2025
7 downloadsMar 20, 2025
7 downloadsMar 21, 2025
3 downloadsMar 22, 2025
3 downloadsMar 23, 2025
47 downloadsMar 24, 2025
5 downloadsMar 25, 2025
4 downloadsMar 26, 2025
5 downloadsMar 27, 2025
44 downloadsMar 28, 2025
1 downloadsMar 29, 2025
10 downloadsMar 30, 2025
1 downloadsMar 31, 2025
42 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
47

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 5,604 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The day with the most downloads was Sep 11, 2024 with 56 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