BGGM
Bayesian Gaussian Graphical Models
Fit Bayesian Gaussian graphical models. The methods are separated into two Bayesian approaches for inference: hypothesis testing and estimation. There are extensions for confirmatory hypothesis testing, comparing Gaussian graphical models, and node wise predictability. These methods were recently introduced in the Gaussian graphical model literature, including Williams (2019) doi:10.31234/osf.io/x8dpr, Williams and Mulder (2019) doi:10.31234/osf.io/ypxd8, Williams, Rast, Pericchi, and Mulder (2019) doi:10.31234/osf.io/yt386.
- Version2.1.4
- R versionR (≥ 4.0.0)
- LicenseGPL-2
- Needs compilation?Yes
- BGGM citation info
- Last release12/13/2024
Documentation
- VignetteControlling for Variables
- VignetteThree Ways to Test the Same Hypothesis
- VignetteIn Tandem: Confirmatory and Exploratory Testing
- VignetteMCMC Diagnostics
- VignetteNetwork Plots
- VignetteCustom Network Statistics
- VignetteCustom Network Comparisons
- VignettePredictability: Binary, Ordinal, and Continuous
- VignetteTesting Sums
- VignetteGraphical VAR
- MaterialNEWS
Team
Philippe Rast
MaintainerShow author detailsJoris Mulder
Show author detailsRolesAuthorDonald Williams
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 659 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 16 times.
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 41,176 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Apr 28, 2024 with 927 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
- Imports11 packages
- Suggests8 packages
- Linking To4 packages
- Reverse Imports1 package