Bestie

Bayesian Estimation of Intervention Effects

CRAN Package

An implementation of intervention effect estimation for DAGs (directed acyclic graphs) learned from binary or continuous data. First, parameters are estimated or sampled for the DAG and then interventions on each node (variable) are propagated through the network (do-calculus). Both exact computation (for continuous data or for binary data up to around 20 variables) and Monte Carlo schemes (for larger binary networks) are implemented.

  • Version0.1.5
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release04/28/2022

Team


Insights

Last 30 days

This package has been downloaded 229 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 3 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
0 downloadsMar 4, 2025
15 downloadsMar 5, 2025
3 downloadsMar 6, 2025
9 downloadsMar 7, 2025
1 downloadsMar 8, 2025
4 downloadsMar 9, 2025
6 downloadsMar 10, 2025
14 downloadsMar 11, 2025
11 downloadsMar 12, 2025
3 downloadsMar 13, 2025
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15 downloadsMar 15, 2025
3 downloadsMar 16, 2025
8 downloadsMar 17, 2025
6 downloadsMar 18, 2025
6 downloadsMar 19, 2025
13 downloadsMar 20, 2025
9 downloadsMar 21, 2025
6 downloadsMar 22, 2025
9 downloadsMar 23, 2025
8 downloadsMar 24, 2025
3 downloadsMar 25, 2025
9 downloadsMar 26, 2025
5 downloadsMar 27, 2025
15 downloadsMar 28, 2025
3 downloadsMar 29, 2025
4 downloadsMar 30, 2025
4 downloadsMar 31, 2025
4 downloadsApr 1, 2025
23 downloadsApr 2, 2025
3 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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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 2,797 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 24, 2024 with 31 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

  • Imports3 packages
  • Linking To1 package