Cascade analysis is a method used to evaluate the propagation of failures or changes through a system, identifying how an initial failure can lead to subsequent failures in interconnected components. This analysis is crucial for understanding the robustness and resilience of complex systems, such as power grids, communication networks, or financial systems, and for developing strategies to mitigate potential risks.