Multivariate Dependence Modeling of Cyber Breach Risks with Insurance Applications
This paper introduces a novel multivariate dependence model to better represent cyber breach risks by capturing temporal and cross-group dependencies. Using a semi-parametric and copula approach, it improves predictive performance and generates more profitable insurance contracts, outperforming existing models in managing cyber risk and insurance pricing.