Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data

no code implementations • 9 Dec 2020 • Yanxin Jin, Yang Ning, Kean Ming Tan

Motivated by functional magnetic resonance imaging (fMRI) studies, we propose a novel method for constructing brain connectivity networks with correlated replicates and latent effects.

Methodology