LINselect

Selection of Linear Estimators

CRAN Package

Estimate the mean of a Gaussian vector, by choosing among a large collection of estimators, following the method developed by Y. Baraud, C. Giraud and S. Huet (2014) doi:10.1214/13-AIHP539. In particular it solves the problem of variable selection by choosing the best predictor among predictors emanating from different methods as lasso, elastic-net, adaptive lasso, pls, randomForest. Moreover, it can be applied for choosing the tuning parameter in a Gauss-lasso procedure.

  • Version1.1.5
  • R version≥ 3.5.0
  • LicenseGPL (≥ 3)
  • Needs compilation?No
  • Last release12/07/2023

Team


Insights

Last 30 days

This package has been downloaded 244 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 5 times.

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

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 3,368 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 Sep 11, 2024 with 39 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

  • Imports6 packages
  • Reverse Imports1 package