Subject-Specific Graph

Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data

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

Individualized Causal Discovery with Latent Trajectory Embedded Bayesian Networks

Individualized causal discovery.

Individualized Inference in Bayesian Quantile Directed Acyclic Graphical Models

Graphical Dirichlet process.

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.