bayesreg

Bayesian Regression Models with Global-Local Shrinkage Priors

CRAN Package

Fits linear or generalized linear regression models using Bayesian global-local shrinkage prior hierarchies as described in Polson and Scott (2010) doi:10.1093/acprof:oso/9780199694587.003.0017. Provides an efficient implementation of ridge, lasso, horseshoe and horseshoe+ regression with logistic, Gaussian, Laplace, Student-t, Poisson or geometric distributed targets using the algorithms summarized in Makalic and Schmidt (2016) doi:10.48550/arXiv.1611.06649.


Team


Insights

Last 30 days

This package has been downloaded 664 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 25 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
15 downloadsMar 3, 2025
20 downloadsMar 4, 2025
46 downloadsMar 5, 2025
17 downloadsMar 6, 2025
34 downloadsMar 7, 2025
45 downloadsMar 8, 2025
17 downloadsMar 9, 2025
25 downloadsMar 10, 2025
24 downloadsMar 11, 2025
70 downloadsMar 12, 2025
21 downloadsMar 13, 2025
19 downloadsMar 14, 2025
17 downloadsMar 15, 2025
20 downloadsMar 16, 2025
31 downloadsMar 17, 2025
45 downloadsMar 18, 2025
21 downloadsMar 19, 2025
19 downloadsMar 20, 2025
17 downloadsMar 21, 2025
15 downloadsMar 22, 2025
12 downloadsMar 23, 2025
13 downloadsMar 24, 2025
19 downloadsMar 25, 2025
14 downloadsMar 26, 2025
9 downloadsMar 27, 2025
14 downloadsMar 28, 2025
10 downloadsMar 29, 2025
4 downloadsMar 30, 2025
6 downloadsMar 31, 2025
25 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
4
70

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 5,296 times in the last 365 days. A solid achievement! Enough downloads to get noticed at department meetings. The day with the most downloads was Mar 12, 2025 with 70 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

  • Depends3 packages
  • Reverse Imports1 package