bnmonitor

An Implementation of Sensitivity Analysis in Bayesian Networks

CRAN Package

An implementation of sensitivity and robustness methods in Bayesian networks in R. It includes methods to perform parameter variations via a variety of co-variation schemes, to compute sensitivity functions and to quantify the dissimilarity of two Bayesian networks via distances and divergences. It further includes diagnostic methods to assess the goodness of fit of a Bayesian networks to data, including global, node and parent-child monitors. Reference: M. Leonelli, R. Ramanathan, R.L. Wilkerson (2022) doi:10.1016/j.knosys.2023.110882.


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Insights

Last 30 days

This package has been downloaded 380 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 6 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
19 downloadsMar 4, 2025
22 downloadsMar 5, 2025
4 downloadsMar 6, 2025
15 downloadsMar 7, 2025
10 downloadsMar 8, 2025
5 downloadsMar 9, 2025
13 downloadsMar 10, 2025
16 downloadsMar 11, 2025
14 downloadsMar 12, 2025
12 downloadsMar 13, 2025
6 downloadsMar 14, 2025
23 downloadsMar 15, 2025
3 downloadsMar 16, 2025
13 downloadsMar 17, 2025
18 downloadsMar 18, 2025
18 downloadsMar 19, 2025
17 downloadsMar 20, 2025
35 downloadsMar 21, 2025
8 downloadsMar 22, 2025
12 downloadsMar 23, 2025
9 downloadsMar 24, 2025
3 downloadsMar 25, 2025
13 downloadsMar 26, 2025
7 downloadsMar 27, 2025
24 downloadsMar 28, 2025
9 downloadsMar 29, 2025
5 downloadsMar 30, 2025
6 downloadsMar 31, 2025
15 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
35

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 4,751 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 Sep 26, 2024 with 75 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


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Dependencies

  • Imports12 packages
  • Suggests3 packages