High-Dimensional Covariate-Dependent Discrete Graphical Models and Dynamic Ising Models

Lyndsay Roach, Qiong Li, Nanwei Wang +1

We propose a covariate-dependent discrete graphical model for capturing dynamic networks among discrete random variables, allowing the dependence structure among vertices to vary w…