Before revision: Risk management has generally focused on aggregate connectedness, overlooking its cyclical sources. We argue that the frequency dynamics is insightful for studying this connectedness because shocks with heterogeneous frequency responses create linkages with various degrees of persistence.
After revision: We propose a new framework for measuring connectedness among financial variables that arises due to heterogeneous frequency responses create linkages with various degrees of persistence.