varbvs

Large-Scale Bayesian Variable Selection Using Variational Methods

CRAN Package

Fast algorithms for fitting Bayesian variable selection models and computing Bayes factors, in which the outcome (or response variable) is modeled using a linear regression or a logistic regression. The algorithms are based on the variational approximations described in "Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies" (P. Carbonetto & M. Stephens, 2012, doi:10.1214/12-BA703). This software has been applied to large data sets with over a million variables and thousands of samples.


Documentation


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Insights

Last 30 days

This package has been downloaded 264 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 11 times.

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

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 3,352 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jul 22, 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

  • Imports5 packages
  • Suggests6 packages
  • Linking To1 package
  • Reverse Imports1 package