High-Dimensional Covariate-Dependent Gaussian Graphical Models

Jiacheng Wang, Xin Gao

Motivated by dynamic biologic network analysis, we propose a covariate-dependent Gaussian graphical model (cdexGGM) for capturing network structure that varies with covariates thro…