grpreg

Regularization Paths for Regression Models with Grouped Covariates

CRAN Package

Efficient algorithms for fitting the regularization path of linear regression, GLM, and Cox regression models with grouped penalties. This includes group selection methods such as group lasso, group MCP, and group SCAD as well as bi-level selection methods such as the group exponential lasso, the composite MCP, and the group bridge. For more information, see Breheny and Huang (2009) doi:10.4310/sii.2009.v2.n3.a10, Huang, Breheny, and Ma (2012) doi:10.1214/12-sts392, Breheny and Huang (2015) doi:10.1007/s11222-013-9424-2, and Breheny (2015) doi:10.1111/biom.12300, or visit the package homepage https://pbreheny.github.io/grpreg/.


Documentation


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Insights

Last 30 days

This package has been downloaded 5,906 times in the last 30 days. Impressive! The kind of number that makes colleagues ask, 'How did you do it?' The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 301 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
196 downloadsMar 3, 2025
209 downloadsMar 4, 2025
290 downloadsMar 5, 2025
234 downloadsMar 6, 2025
181 downloadsMar 7, 2025
105 downloadsMar 8, 2025
107 downloadsMar 9, 2025
249 downloadsMar 10, 2025
218 downloadsMar 11, 2025
238 downloadsMar 12, 2025
223 downloadsMar 13, 2025
151 downloadsMar 14, 2025
169 downloadsMar 15, 2025
122 downloadsMar 16, 2025
162 downloadsMar 17, 2025
233 downloadsMar 18, 2025
224 downloadsMar 19, 2025
275 downloadsMar 20, 2025
160 downloadsMar 21, 2025
93 downloadsMar 22, 2025
138 downloadsMar 23, 2025
267 downloadsMar 24, 2025
240 downloadsMar 25, 2025
227 downloadsMar 26, 2025
200 downloadsMar 27, 2025
217 downloadsMar 28, 2025
133 downloadsMar 29, 2025
118 downloadsMar 30, 2025
226 downloadsMar 31, 2025
301 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
93
301

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 67,181 times in the last 365 days. An impressive feat! Enough downloads to make even seasoned academics take note. The day with the most downloads was Sep 04, 2024 with 466 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
  • Suggests4 packages
  • Reverse Depends1 package
  • Reverse Imports11 packages
  • Reverse Suggests2 packages