Inference for Heterogeneous Graphical Models using Doubly High-Dimensional Linear-Mixed Models

Kun Yue, Eardi Lila, Ali Shojaie

Motivated by the problem of inferring the graph structure of functional connectivity networks from multi-level functional magnetic resonance imaging data, we develop a valid infere…