/GGMprojpred

Bayesian graphical models estimated with projection predictive selection

Primary LanguageR

GGMprojpred

This package implements the method introduced in "Bayesian Estimation of Gaussian Graphical Models with Projection Predictive Selection". There is currently limited, but nonetheless functional, capabilities to visual the estimated graphical structure.

Download package here:

devtools::install_github("donaldRwilliams/GGMprojpred")

Williams, D. R., Piironen, J., Vehtari, A., & Rast, P. (2018). Bayesian Estimation of Gaussian Graphical Models with Projection Predictive Selection. arXiv preprint arXiv:1801.05725. https://arxiv.org/abs/1801.05725