Network analysis is becoming a fundamental tool in the study of systemic risk and financial contagion in the banking … sector. Still, the network structure must typically be estimated from noisy and aggregated data, as micro data on the status … quo banking network structure are typically unavailable, or the true network is unobservable. Graphical models can help …

obtain a network structure. Subsequent studies combined the estimated networks with traditional pricing or risk measurement …