rgm

Advanced Inference with Random Graphical Models

CRAN Package

Implements state-of-the-art Random Graphical Models (RGMs) for multivariate data analysis across multiple environments, offering tools for exploring network interactions and structural relationships. Capabilities include joint inference across environments, integration of external covariates, and a Bayesian framework for uncertainty quantification. Applicable in various fields, including microbiome analysis. Methods based on Vinciotti, V., Wit, E., & Richter, F. (2023). "Random Graphical Model of Microbiome Interactions in Related Environments." doi:10.48550/arXiv.2304.01956.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 175 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 2 times.

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

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 2,161 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 Mar 16, 2024 with 33 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

  • Imports7 packages
  • Suggests2 packages
  • Linking To1 package