tlars

The T-LARS Algorithm: Early-Terminated Forward Variable Selection

CRAN Package

Computes the solution path of the Terminating-LARS (T-LARS) algorithm. The T-LARS algorithm is a major building block of the T-Rex selector (see R package 'TRexSelector'). The package is based on the papers Machkour, Muma, and Palomar (2022) doi:10.48550/arXiv.2110.06048, Efron, Hastie, Johnstone, and Tibshirani (2004) doi:10.1214/009053604000000067, and Tibshirani (1996) doi:10.1111/j.2517-6161.1996.tb02080.x.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 519 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
57 downloadsMar 4, 2025
8 downloadsMar 5, 2025
2 downloadsMar 6, 2025
3 downloadsMar 7, 2025
55 downloadsMar 8, 2025
0 downloadsMar 9, 2025
2 downloadsMar 10, 2025
14 downloadsMar 11, 2025
5 downloadsMar 12, 2025
57 downloadsMar 13, 2025
3 downloadsMar 14, 2025
8 downloadsMar 15, 2025
1 downloadsMar 16, 2025
28 downloadsMar 17, 2025
31 downloadsMar 18, 2025
10 downloadsMar 19, 2025
7 downloadsMar 20, 2025
6 downloadsMar 21, 2025
8 downloadsMar 22, 2025
1 downloadsMar 23, 2025
62 downloadsMar 24, 2025
9 downloadsMar 25, 2025
4 downloadsMar 26, 2025
3 downloadsMar 27, 2025
63 downloadsMar 28, 2025
6 downloadsMar 29, 2025
2 downloadsMar 30, 2025
1 downloadsMar 31, 2025
59 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
0
63

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 7,997 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Sep 11, 2024 with 72 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

  • Imports1 package
  • Suggests5 packages
  • Linking To2 packages
  • Reverse Imports1 package