A novel network risk index

Paper Overview: The current risk measure does not consider the interconnectedness of financial markets. To address this limitation, we propose a two-layer information spillover network capturing both volatility and sentiment dynamics. By extracting network-based properties that quantify the intensity of the spillovers, we propose a risk index. Empirical results show the significance of this risk index in signalling the market risk.