Dynamic Vine Copulas: Detecting and Quantifying Time-Varying Higher-Order Interactions

Houman Safaai, Alessandro Marin Vargas

Time-varying dependence is often modeled with dynamic correlations or Gaussian graphical models, but multivariate systems can change through tail behavior, asymmetry, or conditiona…