The structure and degree of dependence: A quantile regression approach

► Decomposition of (conditional) dependence using quantile regression. ► Decomposition provides information about degree and structure of dependence. ► Empirical application shows substantial differences in dependence patterns. ► Structure of dependence is crucial to adequately assess contagion.