rqPen

Penalized Quantile Regression

CRAN Package

Performs penalized quantile regression with LASSO, elastic net, SCAD and MCP penalty functions including group penalties. In addition, offers a group penalty that provides consistent variable selection across quantiles. Provides a function that automatically generates lambdas and evaluates different models with cross validation or BIC, including a large p version of BIC. Work in progress vignette


Documentation


Team


Insights

Last 30 days

This package has been downloaded 750 times in the last 30 days. Not bad! The download count is somewhere between 'small-town buzz' and 'moderate academic conference'. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 27 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
18 downloadsMar 13, 2025
12 downloadsMar 14, 2025
68 downloadsMar 15, 2025
12 downloadsMar 16, 2025
19 downloadsMar 17, 2025
19 downloadsMar 18, 2025
12 downloadsMar 19, 2025
20 downloadsMar 20, 2025
33 downloadsMar 21, 2025
13 downloadsMar 22, 2025
19 downloadsMar 23, 2025
58 downloadsMar 24, 2025
15 downloadsMar 25, 2025
19 downloadsMar 26, 2025
24 downloadsMar 27, 2025
76 downloadsMar 28, 2025
9 downloadsMar 29, 2025
14 downloadsMar 30, 2025
25 downloadsMar 31, 2025
28 downloadsApr 1, 2025
29 downloadsApr 2, 2025
35 downloadsApr 3, 2025
22 downloadsApr 4, 2025
19 downloadsApr 5, 2025
23 downloadsApr 6, 2025
29 downloadsApr 7, 2025
24 downloadsApr 8, 2025
16 downloadsApr 9, 2025
13 downloadsApr 10, 2025
27 downloadsApr 11, 2025
0 downloadsApr 12, 2025
9
76

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 12,887 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Oct 30, 2024 with 169 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

  • Imports9 packages
  • Suggests1 package
  • Linking To2 packages
  • Reverse Imports2 packages