Identifiability and Consistent Estimation for Gaussian Chain Graph Models

Ruixuan Zhao, Haoran Zhang, Junhui Wang

The chain graph model admits both undirected and directed edges in one graph, where symmetric conditional dependencies are encoded via undirected edges and asymmetric causal relati…