Predictive Network

Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data

A new Gaussian graphical model that produces subject-specific and predictive graphs with theoretical guarantee.

Bayesian Covariate-Dependent Gaussian Graphical Models with Varying Structure

A new Gaussian graphical model that produces subject-specific and predictive graphs with theoretical guarantee.

Bayesian Graphical Regression

A new directed acyclic graphical model that produces subject-specific and predictive graphs with theoretical guarantee.