Bayesian Analysis of High-dimensional Discrete Graphical Models

Anwesha Bhattacharyya, Yves Atchade

This work introduces a Bayesian methodology for fitting large discrete graphical models with spike-and-slab priors to encode sparsity. We consider a quasi-likelihood approach that…