BDgraph

Bayesian Structure Learning in Graphical Models using Birth-Death MCMC

CRAN Package

Advanced statistical tools for Bayesian structure learning in undirected graphical models, accommodating continuous, ordinal, discrete, count, and mixed data. It integrates recent advancements in Bayesian graphical models as presented in the literature, including the works of Mohammadi and Wit (2015) doi:10.1214/14-BA889, Mohammadi et al. (2021) doi:10.1080/01621459.2021.1996377, Dobra and Mohammadi (2018) doi:10.1214/18-AOAS1164, and Mohammadi et al. (2023) doi:10.48550/arXiv.2307.00127.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 2,181 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 55 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
137 downloadsMar 3, 2025
48 downloadsMar 4, 2025
201 downloadsMar 5, 2025
65 downloadsMar 6, 2025
60 downloadsMar 7, 2025
37 downloadsMar 8, 2025
30 downloadsMar 9, 2025
44 downloadsMar 10, 2025
91 downloadsMar 11, 2025
117 downloadsMar 12, 2025
75 downloadsMar 13, 2025
49 downloadsMar 14, 2025
185 downloadsMar 15, 2025
32 downloadsMar 16, 2025
63 downloadsMar 17, 2025
69 downloadsMar 18, 2025
72 downloadsMar 19, 2025
57 downloadsMar 20, 2025
45 downloadsMar 21, 2025
52 downloadsMar 22, 2025
26 downloadsMar 23, 2025
41 downloadsMar 24, 2025
47 downloadsMar 25, 2025
97 downloadsMar 26, 2025
77 downloadsMar 27, 2025
206 downloadsMar 28, 2025
36 downloadsMar 29, 2025
29 downloadsMar 30, 2025
38 downloadsMar 31, 2025
55 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
26
206

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 27,702 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Feb 12, 2025 with 267 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
  • Suggests6 packages
  • Reverse Depends1 package
  • Reverse Imports5 packages
  • Reverse Suggests3 packages